{"id":"W4367609370","doi":"10.32920/22726343.v1","title":"Knowledge Mobilization by Provincial Politicians: The United Front against Trafficking in Ontario, Canada","year":2023,"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":"","funders":"","keywords":"Punitive damages; Political science; Conceptualization; Legislature; Injustice; Criminology; Political economy; Government (linguistics); Public administration; Sociology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005430761,0.0002941018,0.0004139744,0.001963308,0.04899919,0.01035067,0.001832135,0.00270032,0.007026053],"category_scores_gemma":[0.0127738,0.0004905454,0.0003551648,0.004459302,0.01915358,0.002493238,0.005471142,0.004089563,0.0003527135],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.210191,"about_ca_system_score_gemma":0.292133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921955,"about_ca_topic_score_gemma":0.9962607,"domain_scores_codex":[0.9951032,0.001216138,0.0001322806,0.0004898928,0.001446703,0.001611735],"domain_scores_gemma":[0.9877869,0.004857401,0.0008716668,0.0002922273,0.003710945,0.002480736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005895236,0.00002057056,0.008048543,0.0001477311,0.000008414441,0.001531736,0.9348472,0.0001465928,0.001103206,0.02312747,0.01944117,0.01151839],"study_design_scores_gemma":[0.000005681817,0.000009850855,0.007480113,0.0001661592,0.000009840789,0.0001044328,0.7877511,0.0001971209,0.0003187305,0.001068203,0.2028534,0.0000353174],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7477329,0.001959157,0.001692509,0.08197495,0.0007841185,0.0002605635,0.0006380227,0.00006219678,0.1648955],"genre_scores_gemma":[0.9662364,0.0008400203,0.0006372113,0.003867625,0.00004917762,0.00005555892,0.0001236122,0.00005104713,0.02813938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.210191,"threshold_uncertainty_score":0.9160665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03232428262709813,"score_gpt":0.2880314658572961,"score_spread":0.255707183230198,"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."}}