{"id":"W7065559565","doi":"","title":"An exploration of Canadian young men’s experience of pornography consumption","year":2023,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Pornography; The Internet; Affect (linguistics); Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001067726,0.0001008526,0.000163728,0.0003032594,0.00005827287,0.0000418324,0.000228288,0.00004834871,0.001282209],"category_scores_gemma":[0.000001382645,0.0001086002,0.00003446136,0.0003185636,0.00001907997,0.0006421838,0.000008687287,0.00004570737,0.00007207267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000109064,"about_ca_system_score_gemma":0.0001786769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04805203,"about_ca_topic_score_gemma":0.08237431,"domain_scores_codex":[0.9993236,0.00001656647,0.0002591942,0.0001601279,0.000114004,0.0001265248],"domain_scores_gemma":[0.9994726,0.000006933262,0.0002149689,0.000156645,0.00007815886,0.00007073974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002121713,0.0001682269,0.4701173,0.00009423093,0.0002054506,0.00000240671,0.1460421,0.00006391203,0.0509879,0.0003001828,0.0003427745,0.3314633],"study_design_scores_gemma":[0.0005184729,0.00008271012,0.3506654,0.0002455905,0.00005404531,9.689713e-8,0.03267945,0.0004129808,0.6127821,0.0001579089,0.001978138,0.0004230604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859101,0.000007858985,0.0000075134,0.000002168994,0.0001940595,0.0002311766,0.00008273865,8.552708e-7,0.01356359],"genre_scores_gemma":[0.9966347,0.0000111594,0.0002577482,4.448182e-7,0.00002622702,0.0000614031,0.001890724,0.00001119637,0.001106408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5617942,"threshold_uncertainty_score":0.9996307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07339811842420248,"score_gpt":0.3358676069880579,"score_spread":0.2624694885638554,"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."}}