{"id":"W4400067508","doi":"10.26443/glsars.v3i1.1089","title":"Unpacking the Power of Legal Definition: Changing the Legal Narrative Around Sex Trafficking and Sex Work in Canada","year":2024,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Unpacking; Narrative; Power (physics); Work (physics); Sex work; Gender studies; Sociology; Political science; Medicine; Engineering; Linguistics; Literature; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002722739,0.0001105386,0.0001537089,0.0001583707,0.002345965,0.000349096,0.0002819023,0.00007361888,0.00008118299],"category_scores_gemma":[0.0002378867,0.00006595875,0.00003417171,0.001869994,0.0009169526,0.0003462287,0.0001254795,0.0007263228,0.000002380411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003326455,"about_ca_system_score_gemma":0.000695154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4540056,"about_ca_topic_score_gemma":0.7086847,"domain_scores_codex":[0.9974166,0.0007197782,0.0001960942,0.0002344462,0.0008312685,0.0006017902],"domain_scores_gemma":[0.9986085,0.001055453,0.00002987081,0.0001495827,0.00009225396,0.00006436632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007782032,0.00002182935,0.001358635,0.00006228957,0.0001275052,0.0002877609,0.8444634,0.0002440649,0.00005855627,0.1430351,0.002210848,0.008052146],"study_design_scores_gemma":[0.00005648169,0.0000299366,0.0002430184,0.0002428443,0.000004300756,0.000006280319,0.7676931,0.00006109543,0.0002281524,0.001043873,0.2303036,0.00008736878],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429494,0.0034806,0.000001078066,0.01605142,0.0003636322,0.0003058272,0.000007170213,0.00003377348,0.03680714],"genre_scores_gemma":[0.9950197,0.0004500789,0.00001449749,0.00007340965,0.0001405422,0.00002427951,0.000001836771,0.00001342523,0.004262244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2546791,"threshold_uncertainty_score":0.9989529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05295916896289297,"score_gpt":0.3369345302950892,"score_spread":0.2839753613321962,"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."}}