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Dane wahają się w zależności od definicji zdrady.","confidence":0.6,"model":"google/gemini-3.1-flash-lite","personaId":"demo:25-34|female|urban|higher","personaLabel":"25–34 lata, kobieta, miasto, wykształcenie wyższe"},{"subquestionId":"gender_comparison","position":"Mężczyźni znacznie częściej niż kobiety","option":"Mężczyźni znacznie częściej niż kobiety","rationale":"Z własnego otoczenia i rozmów wynika, że mężczyźni zdradzają częściej.","confidence":0.8,"model":"openai/gpt-4.1-nano","personaId":"demo:18-24|female|rural|secondary_general","personaLabel":"18–24 lata, kobieta, wieś, wykształcenie średnie ogólnokształcące"},{"subquestionId":"gender_comparison","position":"Mężczyźni znacznie częściej niż kobiety","option":"Mężczyźni znacznie częściej niż kobiety","rationale":"Z mojego doświadczenia i obserwacji wynika, że mężczyźni zdradzają częściej niż kobiety.","confidence":0.75,"model":"openai/gpt-4.1-nano","personaId":"demo:45-54|female|rural|higher","personaLabel":"45–54 lata, kobieta, wieś, wykształcenie wyższe"},{"subquestionId":"infidelity_drivers","position":"Brak bliskości emocjonalnej z partnerką","option":"Brak bliskości emocjonalnej z partnerką","rationale":"Najczęstszą motywacją jest brak emocjonalnej bliskości, a okazja i brak samokontroli są najrzadsze.","confidence":0.9,"model":"openai/gpt-4.1-nano","personaId":"demo:65+|female|urban|secondary_vocational","personaLabel":"65 lat lub więcej, kobieta, miasto, wykształcenie średnie zawodowe lub policealne"},{"subquestionId":"infidelity_drivers","position":"Niezaspokojenie seksualne w związku","option":"Niezaspokojenie seksualne w związku","rationale":"Najczęściej zdrada wynika z niezaspokojonych potrzeb i okazji, a nie z chęci braku lojalności.","confidence":0.8,"model":"openai/gpt-4.1-nano","personaId":"demo:65+|female|urban|lower","personaLabel":"65 lat lub więcej, kobieta, miasto, wykształcenie podstawowe lub gimnazjalne"},{"subquestionId":"emotional_infidelity_trend","position":"4/5","option":"4","rationale":"Zauważam, że coraz więcej mężczyzn angażuje się w zdrady emocjonalne, szczególnie przez internet i social media.","confidence":0.7,"model":"openai/gpt-4.1-nano","personaId":"demo:65+|female|urban|secondary_vocational","personaLabel":"65 lat lub więcej, kobieta, miasto, wykształcenie średnie zawodowe lub policealne"},{"subquestionId":"emotional_infidelity_trend","position":"4/5","option":"4","rationale":"Uważam, że internet i social media rzeczywiście ułatwiają egzystencję wirtualnych i emocjonalnych zdrad, choć nie wszyscy się na to zgadzają.","confidence":0.7,"model":"openai/gpt-4.1-nano","personaId":"demo:35-44|female|urban|higher","personaLabel":"35–44 lata, kobieta, miasto, wykształcenie wyższe"}],"audience":{"id":"pl-national","kind":"population","label":"Polska — ogół dorosłych","teryt":"00","frameVersion":"pl-2026-09","frameFetchedAt":"2026-09-14T08:13:16.741Z","attribution":"Dane: Główny Urząd Statystyczny, Bank Danych Lokalnych (bdl.stat.gov.pl), licencja CC BY 4.0","n":50,"nEff":41.06716531598579,"deff":1.2175176839034716,"marginOfError":0.1529222686265346,"regions":[{"teryt":"02","name":"dolnośląskie","n":4,"nEff":3.7650137571736617},{"teryt":"04","name":"kujawsko-pomorskie","n":3,"nEff":2.6288150243911352},{"teryt":"06","name":"lubelskie","n":3,"nEff":2.5012341735979637},{"teryt":"08","name":"lubuskie","n":1,"nEff":1},{"teryt":"10","name":"łódzkie","n":3,"nEff":2.5314146046757418},{"teryt":"12","name":"małopolskie","n":4,"nEff":3.8523280579619255},{"teryt":"14","name":"mazowieckie","n":7,"nEff":5.581328509122321},{"teryt":"16","name":"opolskie","n":1,"nEff":1},{"teryt":"18","name":"podkarpackie","n":3,"nEff":2.884692333714293},{"teryt":"20","name":"podlaskie","n":1,"nEff":1},{"teryt":"22","name":"pomorskie","n":3,"nEff":2.721357117600236},{"teryt":"24","name":"śląskie","n":6,"nEff":5.368294625312316},{"teryt":"26","name":"świętokrzyskie","n":2,"nEff":1.9098195491003833},{"teryt":"28","name":"warmińsko-mazurskie","n":2,"nEff":1.7824347868359263},{"teryt":"30","name":"wielkopolskie","n":5,"nEff":4.201114104403942},{"teryt":"32","name":"zachodniopomorskie","n":2,"nEff":1.452154916710924}]},"calibration":{"fixture":"pl-calibration-2023-sejm","frame":"pl-2026-09","measuredAt":"2026-09-14","n":2000,"seed":"turnout-final","language":"pl","maePp":9.81,"baselineMaePp":14.41,"betterOnItems":23,"worseOnItems":15,"tiedItems":0,"comparableItems":38,"directionAgreement":1,"directionContrasts":8,"directionBaseline":0,"declaredTurnout":0.855,"byFamily":{"głos":{"items":17,"maePp":9.19,"baselineMaePp":14.58,"betterOnItems":16},"frekwencja":{"items":17,"maePp":12.43,"baselineMaePp":11.79,"betterOnItems":3},"samoopis":{"items":4,"maePp":1.23,"baselineMaePp":24.87,"betterOnItems":4}},"claim":"panel-simulation","sources":["PKW, oficjalne wyniki wyborów do Sejmu 2023 (głosy oddane w Polsce)","Operat GUS/BDL, licencja CC BY 4.0"],"caveat":"To jest symulacja panelu, a nie szacunek opinii publicznej. Zmierzony średni błąd bezwzględny wobec opublikowanych wyników wyborów do Sejmu 2023 wynosi 9,8 punktu procentowego (9,2 pp dla deklaracji poparcia, 12,4 pp dla frekwencji). Panel modelowo szacuje frekwencję na 85,5% wobec 74,0% rzeczywistej."},"evidence":null,"webSentiment":null,"composition":{"basis":"gus","claim":"panel-simulation","label":"dorośli mieszkańcy Polski — tylko kobiety","labelAcc":"dorosłych mieszkańców Polski — tylko kobiety","region":{"teryt":"00","name":"Polska"},"spec":{"filters":{"sex":["female"]}},"axes":[{"axis":"sex","label":"Płeć","levels":[{"level":"female","label":"kobiety","share":1,"n":50}]},{"axis":"age","label":"Wiek","levels":[{"level":"18-34","label":"18–34 lata","share":0.20868681582626364,"n":14},{"level":"35-54","label":"35–54 lata","share":0.35992555280148886,"n":15},{"level":"55+","label":"55 lat i więcej","share":0.4313876313722472,"n":21}]},{"axis":"settlement","label":"Miejsce zamieszkania","levels":[{"level":"urban","label":"miasto","share":0.6159972676800546,"n":25},{"level":"rural","label":"wieś","share":0.3840027323199453,"n":25}]},{"axis":"education","label":"Wykształcenie","levels":[{"level":"higher","label":"wyższe","share":0.3047783539044328,"n":13},{"level":"secondary","label":"średnie","share":0.38418649231627006,"n":25},{"level":"vocational","label":"zasadnicze zawodowe","share":0.18221033635579323,"n":7},{"level":"lower","label":"podstawowe","share":0.12882481742350363,"n":5}]}],"groups":[],"n":50,"nEff":41.06716531598579,"marginOfError":0.1529222686265346,"thresholds":{"minGroupNEff":15,"detectablePoints":40}},"panel":{"requestedAgents":50,"respondedAgents":50,"failedAgents":0,"models":["google/gemini-3.1-flash-lite","openai/gpt-4.1-nano"],"personas":["demo:18-24|female|urban|secondary_general","demo:35-44|female|urban|secondary_vocational","demo:45-54|female|rural|secondary_vocational","demo:65+|female|urban|secondary_vocational","demo:25-34|female|rural|higher","demo:45-54|female|rural|higher","demo:65+|female|urban|vocational","demo:25-34|female|rural|secondary_vocational","demo:45-54|female|rural|vocational","demo:65+|female|urban|lower","demo:25-34|female|urban|secondary_general","demo:25-34|female|urban|secondary_vocational","demo:35-44|female|rural|secondary_vocational","demo:55-64|female|urban|secondary_general","demo:65+|female|rural|higher","demo:25-34|female|urban|higher","demo:35-44|female|urban|higher","demo:35-44|female|rural|higher","demo:45-54|female|urban|secondary_general","demo:65+|female|rural|secondary_vocational","demo:55-64|female|rural|vocational","demo:18-24|female|rural|secondary_general","demo:35-44|female|rural|secondary_general","demo:55-64|female|rural|lower","demo:45-54|female|urban|higher","demo:55-64|female|urban|secondary_vocational","demo:55-64|female|urban|higher","demo:45-54|female|rural|lower","demo:65+|female|rural|lower","demo:25-34|female|rural|secondary_general"],"seed":"kogo-786863c52318dd7d","tier":"cheap","costUsd":0.0517751,"durationMs":0,"llmCalls":0,"timings":{"decomposeMs":0,"castMs":0,"aggregateMs":0,"synthesizeMs":0}},"warnings":[],"bearings":null,"highlights":[{"emoji":"❌","text":"68% rozmówców odpowiada, że większość facetów nie zdradza.","subquestionId":"majority_cheats"},{"emoji":"📊","text":"Panel ocenia skalę zdrady fizycznej na 35% mężczyzn.","subquestionId":"lifetime_infidelity_rate"},{"emoji":"⚖️","text":"70% rozmówców uważa, że mężczyźni zdradzają nieznacznie częściej.","subquestionId":"gender_comparison"}]}