{"id":"W4401019486","doi":"10.29173/alr2778","title":"Applying Purposive Textualism to Quebec's Codes","year":2024,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Legal Language and Interpretation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statutory interpretation; Interpretation (philosophy); Statutory law; Law; Statute; Context (archaeology); Supreme court; Meaning (existential); Originalism; Legislative history; Political science; Sociology; Epistemology; History; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003332851,0.00008841547,0.00017772,0.00002210563,0.0001649399,0.0002082142,0.0001878824,0.00004172066,0.001175711],"category_scores_gemma":[0.0002849401,0.0000708545,0.00009858843,0.000291611,0.00005720755,0.0003518647,0.00003029687,0.00008398952,0.002154003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008389623,"about_ca_system_score_gemma":0.00008587319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2897852,"about_ca_topic_score_gemma":0.4214555,"domain_scores_codex":[0.9990794,0.0001360935,0.0001842591,0.0002076006,0.000198547,0.0001940921],"domain_scores_gemma":[0.9994047,0.0002820666,0.00002437067,0.0001436096,0.00004226303,0.0001029375],"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":[8.211434e-7,0.000004806523,0.000002336421,0.0004615172,0.00001693196,0.000008098844,0.01331312,1.412562e-7,0.00003405359,0.8134911,0.01780459,0.1548625],"study_design_scores_gemma":[0.00001222745,0.00001026795,0.000001615099,0.003516111,0.00004527663,0.000001415159,0.0001376166,0.000004736642,0.00007383549,0.0002168285,0.9958757,0.0001043334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0001452275,0.1697719,0.0001542022,0.01543465,0.0004449494,0.001948009,0.000004056626,0.00009016901,0.8120068],"genre_scores_gemma":[0.7238242,0.0406593,0.0003741374,0.1044787,0.001119609,0.003223367,0.00006265035,0.00006145891,0.1261965],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9780712,"threshold_uncertainty_score":0.9997373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525616503792432,"score_gpt":0.34488806233769,"score_spread":0.3296318972997657,"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."}}