{"id":"W4255812668","doi":"10.32920/ryerson.14649618.v1","title":"Human trafficking: a contemporary perspective","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Human trafficking; Covert; Perspective (graphical); Immigration; Criminology; Political science; Law; Sociology; History; Art; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001936285,0.000729883,0.000595004,0.003253291,0.006624496,0.009347134,0.0009243182,0.007992969,0.007766582],"category_scores_gemma":[0.002151276,0.000246134,0.0002351726,0.003517146,0.02866945,0.01250967,0.003401911,0.007083005,0.0009123051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005768688,"about_ca_system_score_gemma":0.002739046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005684082,"about_ca_topic_score_gemma":0.005018592,"domain_scores_codex":[0.9984955,0.0009441968,0.00003553704,0.0001873618,0.0001709007,0.0001664682],"domain_scores_gemma":[0.9981481,0.001288646,0.0001491873,0.0001011195,0.0001777956,0.0001352467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006446747,0.00002116203,0.0003298604,0.0001586058,0.000003233683,0.0001506916,0.009038352,0.000175783,0.00004503266,0.9704375,0.009207306,0.01042592],"study_design_scores_gemma":[0.000004876519,0.00003723671,0.0009391815,0.001372814,0.000006082821,0.0005380153,0.0341486,0.0002937139,0.00007438416,0.3988822,0.5636874,0.00001542294],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01659486,0.3554746,0.003924959,0.3070936,0.004449092,0.00002143752,0.0001069118,0.0000299738,0.3123046],"genre_scores_gemma":[0.4756443,0.4398921,0.001734916,0.03239657,0.02028343,0.0001048605,0.0001062402,0.00006724318,0.0297702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009347134,"threshold_uncertainty_score":0.04185492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06019042262620989,"score_gpt":0.3671649521991223,"score_spread":0.3069745295729124,"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."}}