{"id":"W4392798697","doi":"10.1080/23322705.2024.2303258","title":"Introduction","year":2024,"lang":"en","type":"article","venue":"Journal of Human Trafficking","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000789321,0.00003994883,0.00008304806,0.0001496697,0.0002823861,0.0001770743,0.0001006697,0.00005479441,0.0004803227],"category_scores_gemma":[0.00005151116,0.00003127117,0.00008443242,0.0001997015,0.00007224327,0.0002196691,0.000004408898,0.0002569204,0.00003446767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006525408,"about_ca_system_score_gemma":0.00006316636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000116948,"about_ca_topic_score_gemma":0.000009239153,"domain_scores_codex":[0.9993235,0.00006386747,0.0001955567,0.0000600955,0.0002430867,0.0001138643],"domain_scores_gemma":[0.9997434,0.00003867306,0.00006746575,0.00003381461,0.00006967459,0.00004697197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001939217,0.0001183183,0.00030087,0.00005549111,0.0002927291,0.0004333087,0.4203798,0.0008835391,0.004131918,0.08380847,0.3210762,0.1685001],"study_design_scores_gemma":[0.00009867296,0.00009860304,0.0001965344,0.0002020848,0.00005582159,0.0000485439,0.02217866,0.00005212409,0.0002927133,0.002193929,0.9744947,0.00008761835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690492,0.00810328,0.00008859743,0.006362973,0.003517169,0.0000294841,3.477068e-8,0.00007705758,0.0127722],"genre_scores_gemma":[0.989023,0.0002726458,0.00009785322,0.00001669828,0.008249475,1.17523e-7,1.93793e-7,0.000006724062,0.002333292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6534185,"threshold_uncertainty_score":0.5259197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953478703176253,"score_gpt":0.3304924784768626,"score_spread":0.3109576914451001,"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."}}