{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00158886,0.0002806808,0.0003255801,0.001603958,0.0005004892,0.001279462,0.000349654,0.0003478865,0.001372084],"category_scores_gemma":[0.004359767,0.000279327,0.0004617493,0.001714995,0.0005465944,0.0007899334,0.001816521,0.0005834519,0.0001708764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003249698,"about_ca_system_score_gemma":0.0003657422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002857441,"about_ca_topic_score_gemma":0.003587359,"domain_scores_codex":[0.9992174,0.0003377588,0.0001195573,0.0001086767,0.0001008077,0.0001157866],"domain_scores_gemma":[0.9964409,0.0006670805,0.00180097,0.0003872333,0.0004169945,0.0002868158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002978102,0.00001902518,0.9944881,0.00002067718,0.00003501026,0.00002611011,0.001352459,0.00004460823,0.0001419824,0.00006078974,0.00006386599,0.003717619],"study_design_scores_gemma":[0.000001303289,0.00002400788,0.9969818,0.00001838878,0.000008413801,0.00008050398,0.00244111,0.0001701139,0.00005240773,0.00004850354,0.0001695672,0.00000368812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991196,0.00006928424,0.0001782816,0.00001937265,0.0000017943,0.00001672193,0.0001955519,0.000002065939,0.0003973859],"genre_scores_gemma":[0.9993342,0.00006371513,0.0002096355,0.000006545419,0.000001423618,0.00001787021,0.000302717,0.000001392288,0.00006256679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002857441,"threshold_uncertainty_score":0.008402824,"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."}}