{"id":"W4254000013","doi":"10.29173/alr1399","title":"Legal Writing: Some Tools","year":2001,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Comparative and International Law Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Legal writing; Business; Law; Law and economics; Legal research; Sociology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002875192,0.00007934361,0.0002112216,0.00000819461,0.0003736677,0.00007549235,0.0002028803,0.00001965604,0.001281439],"category_scores_gemma":[0.0002840123,0.00006682175,0.0001013185,0.0001240549,0.0001509608,0.0005172107,0.00004180055,0.00006201735,0.000786815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003663104,"about_ca_system_score_gemma":0.0000355331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02269271,"about_ca_topic_score_gemma":0.03700316,"domain_scores_codex":[0.9991212,0.0001067459,0.0002059631,0.000144249,0.0002308944,0.0001909093],"domain_scores_gemma":[0.9993214,0.0003597413,0.00005825366,0.0001089822,0.00009482686,0.00005681514],"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":[9.838462e-7,0.00001662937,0.0002757277,0.00003169454,0.00001613363,0.000002712137,0.0001160991,4.737562e-8,0.00000153121,0.9789093,0.0168764,0.003752792],"study_design_scores_gemma":[0.00004385462,0.00001146249,0.0001861148,0.0005066344,0.00001697136,0.000002353249,0.00003479911,6.176239e-7,0.000004153566,0.001529803,0.9975735,0.00008976112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003086191,0.05666599,0.000002951074,0.02160678,0.0001577171,0.0002140358,0.00000127941,0.00001939205,0.9182457],"genre_scores_gemma":[0.7501586,0.1872998,0.00003867188,0.02051816,0.0007609794,0.0000673931,0.000009891351,0.000009283696,0.04113726],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9806971,"threshold_uncertainty_score":0.9999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07956221212286306,"score_gpt":0.3819003973349988,"score_spread":0.3023381852121357,"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."}}