{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006398316,0.0001767489,0.0002050807,0.0001635362,0.0005250982,0.0002367672,0.001565276,0.001099071,0.0006040481],"category_scores_gemma":[0.001045056,0.0001730244,0.00003140981,0.0007335662,0.0002298759,0.0003518592,0.0002881279,0.0009837828,0.007633063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008226335,"about_ca_system_score_gemma":0.0003820637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03516344,"about_ca_topic_score_gemma":0.01694048,"domain_scores_codex":[0.9979047,0.0002517443,0.0003045859,0.0005101105,0.0006868105,0.0003420327],"domain_scores_gemma":[0.9981645,0.0002216288,0.0002075076,0.001118427,0.0001480342,0.0001399152],"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":[0.00000323812,0.00002497382,0.00002675361,0.0000185565,0.00004731719,0.00002382718,0.002706704,0.000003027152,2.343561e-7,0.0001023775,0.9962115,0.000831535],"study_design_scores_gemma":[0.0001153845,0.000009464496,0.00009189823,0.00008516173,0.00007040521,4.294661e-7,0.01972218,0.00001144018,6.141585e-7,0.0001958041,0.9794833,0.0002138867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008438522,0.00007958125,0.00001652441,0.0009415619,0.001894023,0.0002151875,0.9948438,0.0001789299,0.001745978],"genre_scores_gemma":[0.00000798998,0.002945498,0.00007680857,0.0002513576,0.000855359,0.00001480736,0.9894798,0.00002052628,0.006347813],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01822295,"threshold_uncertainty_score":0.9931396,"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."}}