{"id":"W6887624787","doi":"10.17026/ss/cxxhld","title":"Adult webcam industry","year":2023,"lang":"en","type":"dataset","venue":"DANS Data Station SSH","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Studio; Entertainment; Entertainment industry; Semi-structured interview; Social media","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001280693,0.001180344,0.0008473587,0.004317596,0.0009207341,0.001870665,0.001525744,0.001207971,0.09065676],"category_scores_gemma":[0.007001945,0.0004202045,0.0007466563,0.007134637,0.0003147763,0.001493982,0.001888856,0.001287711,0.1185612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373045,"about_ca_system_score_gemma":0.002367753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02867171,"about_ca_topic_score_gemma":0.0430395,"domain_scores_codex":[0.9979702,0.0003537689,0.0002936446,0.0004619665,0.0006282996,0.0002921984],"domain_scores_gemma":[0.994764,0.001071736,0.0005536095,0.001113298,0.002116949,0.0003804696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001096369,0.00005079911,0.002755567,0.0008892819,0.00001699162,0.00003283693,0.0001485271,0.00009604555,0.0002064538,0.0006200466,0.9839761,0.01109768],"study_design_scores_gemma":[0.00005632198,0.0000180776,0.01080066,0.0003618551,0.00001242503,0.00005106653,0.0003727846,0.0001654814,0.0004050857,0.000432487,0.987306,0.00001785881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005988833,0.00005897812,0.0001030273,0.00004798629,0.00002295184,0.00004033859,0.9961833,0.0001885253,0.002755947],"genre_scores_gemma":[0.001156851,0.00006715928,0.0003523751,0.00005143946,0.000008857171,0.0002468341,0.9946907,0.0000551465,0.003370503],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09065676,"threshold_uncertainty_score":0.3032771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06451963656723221,"score_gpt":0.3912195449373723,"score_spread":0.3266999083701401,"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."}}