{"id":"W2590859374","doi":"10.7939/r3f766n31","title":"The codification of commercial law","year":2016,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Legal principles and applications","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Law; Statutory law; Uniform Commercial Code; Obsolescence; Personal property; Negotiable instrument; Political science; Property (philosophy); Business; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005180035,0.00002009927,0.00003898019,0.0000085659,0.0003544478,0.000006034882,0.0002764053,0.00002576664,0.0002074275],"category_scores_gemma":[0.00001331891,0.00001402171,0.00003153369,0.00007178829,0.0005104926,0.0002778595,0.00004880259,0.00001488858,0.00001768304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006306213,"about_ca_system_score_gemma":0.00005952696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008871594,"about_ca_topic_score_gemma":0.008246842,"domain_scores_codex":[0.9997323,0.00004235009,0.00004728921,0.00004805524,0.00007046419,0.00005958837],"domain_scores_gemma":[0.9994358,0.0003415358,0.0000605179,0.000115691,0.00001720886,0.00002918537],"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":[0.00001071878,0.00001450725,0.00199877,0.000001032325,0.000004429504,4.343453e-8,0.003181295,8.895484e-8,0.0001308152,0.9865111,0.005058824,0.003088368],"study_design_scores_gemma":[0.00009856057,0.000006658464,0.005887239,0.000006466077,0.000004583782,2.035452e-8,0.001412751,0.00000157311,0.0004891368,0.00285077,0.989217,0.00002518308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2051185,0.00001859457,0.0001369332,0.05140661,0.00003678858,0.0001082157,0.000008537625,0.0000158596,0.74315],"genre_scores_gemma":[0.9797001,0.0001284538,0.0001277535,0.00004352132,0.00002205744,6.207016e-8,0.000001765922,0.000001613223,0.0199747],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9841582,"threshold_uncertainty_score":0.9977284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547546675863264,"score_gpt":0.2221085218543856,"score_spread":0.206633055095753,"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."}}