{"id":"W4417196290","doi":"10.1080/23268743.2025.2580673","title":"Pornhub, payment processors and child sexual abuse material: moral and algorithmic authorities in platform governance","year":2025,"lang":"en","type":"article","venue":"Porn Studies","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Forschungsvereinigung Stahlanwendung","keywords":"Corporate governance; Payment; Child sexual abuse; Child abuse; Sexual abuse; Child pornography; Sexual violence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003923524,0.0001330903,0.0002580994,0.00004773773,0.0003593959,0.0000556626,0.00008386811,0.00006232999,0.000005534646],"category_scores_gemma":[0.0001161037,0.0001165768,0.00001245482,0.0001443561,0.000393045,0.0001598219,0.00008574456,0.00008751159,0.000001310253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007074152,"about_ca_system_score_gemma":0.00007021995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007264471,"about_ca_topic_score_gemma":0.003888283,"domain_scores_codex":[0.9990119,0.00002784958,0.000197151,0.0002495417,0.0002028145,0.0003107379],"domain_scores_gemma":[0.9997112,0.0000556969,0.00006467738,0.00006969379,0.00004313902,0.00005558552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006332387,0.00009645776,0.07185414,0.0004863596,0.0001431483,0.00003207875,0.8813147,9.728815e-7,0.00003184363,0.01798095,0.002752181,0.02524386],"study_design_scores_gemma":[0.0008640555,0.0000777524,0.1320702,0.0002420849,0.00004658816,0.000003382633,0.8381694,0.000007807382,0.0002460144,0.005019495,0.02294811,0.0003051668],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811954,0.0106371,0.000001915273,0.001931403,0.0006909309,0.000277762,0.00003046565,0.00004917296,0.005185886],"genre_scores_gemma":[0.9857754,0.01088024,0.0001117685,0.0001787077,0.000163225,0.00006204267,0.000002499302,0.000006244332,0.002819894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06021603,"threshold_uncertainty_score":0.4753864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998372855797267,"score_gpt":0.3294072953319564,"score_spread":0.2894235667739837,"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."}}