{"id":"W2243957892","doi":"","title":"Recategorizing pornography through technocultural change","year":2012,"lang":"en","type":"article","venue":"Knowledge Commons (Lakehead University)","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pornography; Political science; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002009346,0.0003384492,0.0003842943,0.0007482852,0.000434777,0.00002165852,0.0007966094,0.0005520845,0.0004960282],"category_scores_gemma":[0.00001777221,0.0003592231,0.0002121057,0.002134028,0.0004352677,0.0006124353,0.0003455631,0.0006125283,0.0008717622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554877,"about_ca_system_score_gemma":0.00002163902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003885768,"about_ca_topic_score_gemma":0.0109721,"domain_scores_codex":[0.9980196,0.00022044,0.0002331594,0.0004563191,0.0001238356,0.0009465995],"domain_scores_gemma":[0.9985264,0.00009902344,0.0001280759,0.0009173714,0.0001282354,0.0002008949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004054112,0.0009129156,0.3814983,0.00001312733,0.00009894263,0.00005515921,0.01128824,8.582532e-9,0.000321694,0.579768,0.006709868,0.01929317],"study_design_scores_gemma":[0.0008392393,0.0001233605,0.0898125,0.00002144994,0.0001283348,0.00005849542,0.004528664,2.799769e-7,0.0003488395,0.0003851654,0.9033153,0.0004383448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5358043,0.002797666,0.0001837899,0.0004746061,0.002075184,0.0003634775,0.00002630416,0.0009499177,0.4573248],"genre_scores_gemma":[0.9762201,0.000004671019,0.00009645968,0.0000174534,0.000379858,0.0000166078,0.00004936501,0.00003943333,0.02317605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8966054,"threshold_uncertainty_score":0.9999062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127239542666343,"score_gpt":0.3270860693103801,"score_spread":0.2143621150437459,"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."}}