{"id":"W7111352966","doi":"10.2139/ssrn.5885242","title":"R v Kloubakov: Three Significant Clarifications about Canada's Criminal Prostitution Laws","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Supreme court; Legislature; Context (archaeology); Parliament; Argument (complex analysis); Criminal law; Constitutional court; Legislation","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":[0.006485516,0.0007376454,0.001344081,0.0022196,0.02321149,0.01313573,0.005291652,0.03582518,0.01309765],"category_scores_gemma":[0.02743138,0.0007251087,0.0008859133,0.003194265,0.01288627,0.005381359,0.004186717,0.03061595,0.001584208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04479266,"about_ca_system_score_gemma":0.07694075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8970017,"about_ca_topic_score_gemma":0.9145688,"domain_scores_codex":[0.988308,0.001220504,0.0004177446,0.001419973,0.004670442,0.003963347],"domain_scores_gemma":[0.9861108,0.007629402,0.0005736708,0.0007776154,0.003553697,0.00135482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005116167,0.00002089081,0.0007898374,0.0000637343,0.00002124113,0.0003564162,0.004638353,0.0002184752,0.0001307072,0.4056387,0.5793874,0.008683046],"study_design_scores_gemma":[0.00005731653,0.0000193045,0.006651331,0.0004523752,0.00007455963,0.0002448998,0.01092783,0.0009997716,0.001266352,0.10107,0.8779293,0.0003070095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0148204,0.006377367,0.001346866,0.8576164,0.01328596,0.00005534019,0.0008930406,0.0001332284,0.1054715],"genre_scores_gemma":[0.3440765,0.004456538,0.002292846,0.4658011,0.005501954,0.000139061,0.0002691853,0.0004617441,0.1770011],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1029983,"threshold_uncertainty_score":0.324995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607369771136238,"score_gpt":0.2927986555697499,"score_spread":0.2767249578583875,"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."}}