{"id":"W4237860354","doi":"10.32920/ryerson.14666637.v1","title":"Painting the Ideal Subject: The Canadian Government's Conceptualization of Victims of Trafficking in Persons for Purpose of Sexual Exploitation","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":"Conceptualization; Subject (documents); Government (linguistics); Action (physics); Ideal (ethics); Action plan; Representation (politics); Political science; Public policy; Criminology; Public relations; Sociology; Psychology; Politics; Law; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005413559,0.0006625866,0.000426344,0.005753036,0.02812039,0.01620023,0.002818131,0.003280598,0.003203656],"category_scores_gemma":[0.005456565,0.0003210455,0.0004681442,0.005269939,0.07581395,0.005650987,0.005780241,0.004287815,0.0003409459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07694702,"about_ca_system_score_gemma":0.1040726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9573818,"about_ca_topic_score_gemma":0.9380999,"domain_scores_codex":[0.9945615,0.001970869,0.0001020656,0.0003007267,0.001926137,0.001138706],"domain_scores_gemma":[0.9977427,0.0006496091,0.0002304342,0.0001568584,0.0008397689,0.0003808028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000124588,0.00001017474,0.002896513,0.0000333374,0.000003928625,0.0003082473,0.5288639,0.0001459911,0.0001761303,0.4595397,0.003648673,0.004360884],"study_design_scores_gemma":[0.000006447437,0.00001589128,0.005015009,0.0003345307,0.00002164013,0.0003760133,0.8107451,0.0004057538,0.0001682277,0.03206122,0.1508036,0.00004652623],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3656941,0.005600013,0.008349035,0.04335538,0.0006483776,0.0001739876,0.0002888293,0.00007119316,0.575819],"genre_scores_gemma":[0.9855807,0.001596204,0.0007816819,0.00137592,0.00004581536,0.00002835512,0.00005255186,0.00004265011,0.01049609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07694702,"threshold_uncertainty_score":0.5582923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03486558446771133,"score_gpt":0.3035571885615401,"score_spread":0.2686916040938288,"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."}}