{"id":"W4383750656","doi":"10.56687/9781447363668","title":"Modern Slavery and Human Trafficking","year":2022,"lang":"en","type":"book","venue":"Policy Press eBooks","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Council for Canadian Studies; Dublin City University; Fundação para a Ciência e a Tecnologia; United States Agency for International Development","keywords":"Human trafficking; Criminology; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002722668,0.0002426113,0.0003197117,0.0001975744,0.001325682,0.0001752256,0.0003968172,0.0004339421,0.0001336484],"category_scores_gemma":[0.00003193085,0.0002520192,0.0001134619,0.00001878538,0.0004619983,0.00004103509,0.0002320572,0.0006598851,0.000005693895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395636,"about_ca_system_score_gemma":0.0005081031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01037154,"about_ca_topic_score_gemma":0.0003122695,"domain_scores_codex":[0.9982922,0.0001792546,0.0002294959,0.000380936,0.000471944,0.0004461511],"domain_scores_gemma":[0.9992809,0.0001111058,0.0001571048,0.0002574261,0.00003058826,0.0001629093],"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":[0.00001126857,0.0000218882,0.000008215762,0.00008449004,0.0002121338,0.00004627495,0.256412,0.0000321959,0.00001255006,0.6608483,0.04699472,0.03531601],"study_design_scores_gemma":[0.0001418076,0.0000218772,0.000003920723,0.0000700311,0.00006026965,0.000002180295,0.0004051715,0.00001023623,0.000007490935,0.03479989,0.9641901,0.0002870516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006590623,0.003070593,0.00000191398,0.0000982007,0.0002409937,0.0003280313,0.00001113001,0.0002395796,0.9953505],"genre_scores_gemma":[0.01692211,0.000398362,0.00001350378,0.000203756,0.001862336,0.00003671079,0.00001967791,0.00006284533,0.9804807],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9171953,"threshold_uncertainty_score":0.9999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04791294715214526,"score_gpt":0.336765554188119,"score_spread":0.2888526070359737,"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."}}