{"id":"W2502837327","doi":"10.29173/alr333","title":"Re-Envisioning Regulation: “Canadian Lawyers in the 21st Century”","year":2008,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Law; Phrase; Political science; Legal profession; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007464984,0.0003934526,0.0003301754,0.003123078,0.01674149,0.01977175,0.001807943,0.009442014,0.007461321],"category_scores_gemma":[0.01359534,0.00036931,0.0003248896,0.004163758,0.01676448,0.005629154,0.002671927,0.006631318,0.0006937823],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1429711,"about_ca_system_score_gemma":0.2433883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9747052,"about_ca_topic_score_gemma":0.9896693,"domain_scores_codex":[0.9901635,0.00157771,0.0001817878,0.000476556,0.005782533,0.001817936],"domain_scores_gemma":[0.9907616,0.002546056,0.0003356414,0.0002313845,0.004756802,0.001368551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001122069,0.00001902312,0.00111258,0.0002489001,0.000005617429,0.0001410162,0.0136182,0.0001983153,0.0001364296,0.574922,0.3654118,0.04417472],"study_design_scores_gemma":[0.000004820261,0.000005524284,0.002023284,0.0002936173,0.000007726466,0.0000390645,0.007991508,0.0001106163,0.00009883154,0.0176982,0.9716978,0.00002897045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007350099,0.1098834,0.001797591,0.6045604,0.006190829,0.00007092922,0.000189392,0.00009897002,0.2698584],"genre_scores_gemma":[0.4646494,0.09619455,0.003901791,0.1462712,0.003926305,0.00009077945,0.0001951791,0.0001068728,0.284664],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8570288,"threshold_uncertainty_score":0.994032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08948529668300247,"score_gpt":0.379910290334667,"score_spread":0.2904249936516645,"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."}}