{"id":"W4407513173","doi":"10.1556/2006.2024.00054","title":"Identification and comprehensive characterization of moral disapproval and behavioral dysregulation-based pornography-use profiles across 42 countries","year":2025,"lang":"en","type":"article","venue":"Journal of Behavioral Addictions","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; St Joseph's Health Care; London Health Sciences Centre; Lawson Health Research Institute; Western University; Concordia University; Université de Montréal","funders":"Nemzeti Kutatási, Fejlesztési és Innovaciós Alap; Japan Society for the Promotion of Science; Magyarország Kormánya; Yale University; Univerzita Karlova v Praze; Auckland University of Technology, New Zealand; National Research Foundation of Korea; Région Hauts-de-France; Smoking Research Foundation; National Social Science Fund of China; Agence Nationale de la Recherche; Idorsia Pharmaceuticals; National Research Foundation; Telecommunications Advancement Foundation; Eötvös Loránd Tudományegyetem; National Cheng Kung University; Narodowym Centrum Nauki","keywords":"Pornography; Psychology; Generalizability theory; Religiosity; Social psychology; Clinical psychology; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001967061,0.000199835,0.0004048748,0.0005314224,0.0002714296,0.0001044596,0.0001420433,0.0002592714,0.00006786055],"category_scores_gemma":[0.00001121015,0.0001957008,0.0001153465,0.0004807711,0.0007057288,0.0004492674,0.00004681924,0.0002961343,0.000001241277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004480539,"about_ca_system_score_gemma":0.00006887632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002177963,"about_ca_topic_score_gemma":0.00007197451,"domain_scores_codex":[0.9982491,0.0001207602,0.0009042094,0.0002616706,0.0002357039,0.0002285925],"domain_scores_gemma":[0.9981155,0.00007396275,0.000780599,0.0002827055,0.000667414,0.00007982422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002504891,0.00120867,0.8796864,0.00003289449,0.00007355408,0.00001546314,0.001747067,0.000004041094,0.1021832,0.004629964,0.0001811602,0.009987066],"study_design_scores_gemma":[0.001244991,0.0004354442,0.9877658,0.00006618951,0.0004711838,0.00006582607,0.00272258,0.00003041318,0.005634908,0.000124149,0.001283828,0.0001546291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965657,0.0001460996,0.001041983,0.0003034765,0.0009142285,0.0003687828,0.0005949214,0.00005471027,0.00001010087],"genre_scores_gemma":[0.99891,0.00002781612,0.0002587,0.00003551018,0.00005078132,0.00004396449,0.0001614894,0.00001727625,0.0004945111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1080795,"threshold_uncertainty_score":0.7980446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04766044562203667,"score_gpt":0.3735250433134151,"score_spread":0.3258645976913784,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}