{"id":"W7056506349","doi":"","title":"The \"fallen women” : where are they now? a critical analysis of representations of sex workers as victims of violent crime in contemporary Canadian news media","year":2025,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Critical discourse analysis; News media; Poison control; Sex work; Resource (disambiguation); Sex workers; Occupational safety and health","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":[0.00973484,0.001179196,0.0007253063,0.01165719,0.07553809,0.03160597,0.005363444,0.006738007,0.008818434],"category_scores_gemma":[0.02949804,0.001269473,0.000409376,0.0146184,0.04316363,0.01365191,0.009865136,0.0111601,0.000563983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09040765,"about_ca_system_score_gemma":0.08782516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9506345,"about_ca_topic_score_gemma":0.96741,"domain_scores_codex":[0.9895818,0.003542519,0.0002517892,0.0005274166,0.002715529,0.003380995],"domain_scores_gemma":[0.976455,0.01113053,0.002792727,0.0006578103,0.005925108,0.00303878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001172926,0.000008841887,0.002170761,0.00003582389,0.000002908128,0.0001854212,0.9818449,0.000008677331,0.00004393125,0.008861773,0.004769447,0.002055818],"study_design_scores_gemma":[9.621371e-7,0.000002136806,0.001849787,0.0001097074,0.000004117992,0.00003107521,0.9815714,0.00001114753,0.00002908639,0.0002920342,0.01609004,0.00000843545],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6681433,0.00983881,0.0009997847,0.1183248,0.001060785,0.0002376855,0.0009516614,0.00006522387,0.200378],"genre_scores_gemma":[0.9732911,0.004210061,0.0002884555,0.007676574,0.0002539651,0.0000988239,0.0001871172,0.0001107567,0.01388313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09040765,"threshold_uncertainty_score":0.6559564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009421766877666889,"score_gpt":0.234049263620626,"score_spread":0.2246274967429591,"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."}}