{"id":"W2894810302","doi":"10.22215/etd/2015-10981","title":"Affecting the Frame: Risk, Vulnerability, and Sex Worker Subjectivities","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Sex work; Decriminalization; Legislation; Sex workers; Sex offender; Vulnerability (computing); Criminology; Legislature; House of Commons; Criminal justice; Government (linguistics); Political science; Work (physics); Psychology; Sociology; Law; Engineering; Computer security; Politics; Population; Parliament; Medicine","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":[0.004451889,0.000276603,0.0002455811,0.001753499,0.008525821,0.005994352,0.0007131959,0.001002918,0.004081922],"category_scores_gemma":[0.01595476,0.0001839455,0.0001921817,0.001208273,0.01413522,0.003819273,0.007216221,0.001510217,0.0002674453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00386035,"about_ca_system_score_gemma":0.002966808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02116354,"about_ca_topic_score_gemma":0.03371031,"domain_scores_codex":[0.9946347,0.002864871,0.0001676204,0.0003102108,0.001200019,0.0008224495],"domain_scores_gemma":[0.9919503,0.004149925,0.002425108,0.0003822425,0.0005400378,0.0005524275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004268853,0.0001139492,0.1734237,0.00006142636,0.00001233009,0.0005670983,0.7426357,0.00007353113,0.000282068,0.06226977,0.001220618,0.01929709],"study_design_scores_gemma":[0.000005574584,0.0000515893,0.1320957,0.0002088448,0.00001503848,0.0003108134,0.8326661,0.0001536472,0.0002616904,0.01954221,0.01466659,0.00002226361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263633,0.000819677,0.0005969235,0.003705433,0.00003994876,0.00005155545,0.00004212627,0.000004042924,0.06837692],"genre_scores_gemma":[0.997533,0.0002506829,0.0000901611,0.0002176264,0.000022238,0.00001655915,0.000007575318,0.000002741192,0.001859464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02116354,"threshold_uncertainty_score":0.04208076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850772966420228,"score_gpt":0.3399619899233885,"score_spread":0.3214542602591862,"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."}}