{"id":"W6992629566","doi":"","title":"Mechanical Contractors Association of New Mexico, Inc. and United Association of Journeymen & Apprentices of the Plumbing & Pipefitting Industry of the United States & Canada (PPF), Local 412 (2002)","year":2020,"lang":"en","type":"other","venue":"eCommons (Cornell University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Association (psychology); Construction industry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009818446,0.0005032961,0.001170203,0.001044888,0.0001651706,0.00003047262,0.001169302,0.001203152,0.0005330519],"category_scores_gemma":[0.001652892,0.0004642224,0.0002633845,0.004367264,0.0002292901,0.0001563322,0.0006740558,0.001729129,0.000007536275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878549,"about_ca_system_score_gemma":0.001272158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4529838,"about_ca_topic_score_gemma":0.8338323,"domain_scores_codex":[0.9957072,0.001353307,0.0009742613,0.0004946687,0.0009506299,0.0005199939],"domain_scores_gemma":[0.9900857,0.001328564,0.007011362,0.0007780846,0.0005466595,0.0002496688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002480898,0.0004535352,0.4551395,0.0005355141,0.003716153,0.0000043084,0.001932781,0.01415057,0.002014635,0.0009805699,0.5207292,0.00009518935],"study_design_scores_gemma":[0.007062335,0.000110043,0.0526989,0.002793251,0.004630319,0.000005338322,0.004985356,0.003237541,0.003297958,0.0003728185,0.9192682,0.001537955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760467,0.0001093706,0.0006870651,0.000545505,0.0005968589,0.001068049,0.004148851,0.000119037,0.01667851],"genre_scores_gemma":[0.8863562,0.00009711675,0.0001575654,0.00009061985,0.00008423529,7.203562e-7,0.0007118337,0.0003276464,0.1121741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4024406,"threshold_uncertainty_score":0.999781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814430900153896,"score_gpt":0.2015936487285949,"score_spread":0.1734493397270559,"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."}}