{"id":"W2611081368","doi":"10.14197/atr.20121783","title":"A Formidable Task: Reflections on obtaining legal empirical evidence on human trafficking in Canada","year":2017,"lang":"en","type":"article","venue":"Anti-Trafficking Review","topic":"Sex work and related issues","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human trafficking; Transparency (behavior); Law enforcement; Political science; Empirical research; Politics; Enforcement; Criminology; Empirical evidence; Law; Law reform; Public relations; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00162395,0.0002497028,0.0005615361,0.0001116802,0.003364716,0.0003373016,0.0007970891,0.000143391,0.0001248924],"category_scores_gemma":[0.001419795,0.0002202389,0.0001454802,0.0004612594,0.0001766011,0.0004347766,0.00005803211,0.0006948,0.00006802554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007934628,"about_ca_system_score_gemma":0.001410826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5584061,"about_ca_topic_score_gemma":0.8450509,"domain_scores_codex":[0.9972059,0.0003324832,0.0005266782,0.0005248901,0.0006832803,0.0007267364],"domain_scores_gemma":[0.9983885,0.0003983728,0.0003454549,0.0006111913,0.00008668227,0.0001698036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001327369,0.001527696,0.1520617,0.004538205,0.0005018333,0.003059398,0.08505086,0.008282227,0.0004852157,0.03438659,0.143666,0.5663075],"study_design_scores_gemma":[0.000436138,0.0002358855,0.02289039,0.0628024,0.0001255425,0.00001564821,0.004335272,0.0001135538,0.00009157333,0.00007767972,0.9080014,0.0008744938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8886936,0.03453724,0.000003881278,0.01164856,0.001049915,0.000855102,9.987913e-7,0.0001654254,0.06304528],"genre_scores_gemma":[0.9639508,0.03293275,0.00003473954,0.002222149,0.0002977969,0.00003066623,0.000002639188,0.00002529396,0.0005031471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7643354,"threshold_uncertainty_score":0.9979328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2124816217661582,"score_gpt":0.4606033808310701,"score_spread":0.2481217590649119,"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."}}