{"id":"W6923233971","doi":"10.14288/1.0390069","title":"[Meeting minutes of the Senate of The University of British Columbia]","year":2020,"lang":"en","type":"article","venue":"Open Collections","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy); Legislation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006414003,0.00002436562,0.00009314021,0.000005840024,0.0002335357,0.0000286746,0.0002859425,0.00002371541,0.0001392065],"category_scores_gemma":[0.00006156594,0.00002932772,0.00005599699,0.0006661537,0.00004756132,0.00005627535,0.000134772,0.00005524469,2.574186e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001632211,"about_ca_system_score_gemma":0.00002738551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02962293,"about_ca_topic_score_gemma":0.02263745,"domain_scores_codex":[0.9997006,0.00002681565,0.000112342,0.00004790561,0.00007069576,0.00004160899],"domain_scores_gemma":[0.9997181,0.00003301506,0.0000596106,0.0001173027,0.00005944533,0.00001256551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000009681442,0.00007183805,0.00406754,0.0002864486,0.0001679882,7.500166e-7,0.001213684,0.01888499,0.0358617,0.00007727363,0.937852,0.001506081],"study_design_scores_gemma":[0.002269934,0.0002129815,0.03930933,0.001707229,0.0003753812,0.00002479313,0.003505267,0.1193379,0.5890757,0.004639258,0.2388489,0.0006934357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7760367,0.00007886362,0.0006844773,0.0001980072,0.0002573818,0.001136841,0.0004251826,0.0001319809,0.2210505],"genre_scores_gemma":[0.9729509,0.000008665377,0.000849783,0.000008506671,0.000004775996,9.919153e-7,3.750942e-7,0.000006146989,0.02616981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6990032,"threshold_uncertainty_score":0.9951969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286412354691422,"score_gpt":0.1876391014054186,"score_spread":0.1747749778585044,"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."}}