{"id":"W7033432286","doi":"","title":"Plumbing, Heating and Cooling Contractors of Greater Boston, Inc. (Plumbers and Gasfitters Agreement) and United Association of Journeymen and Apprentices of the Plumbing and Pipefitting Industry of the United States and Canada (PPF), AFL-CIO, Local 12 (2002)","year":2002,"lang":"en","type":"other","venue":"eCommons (Cornell University)","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Association (psychology); Certification; Work (physics); 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":[],"consensus_categories":[],"category_scores_codex":[0.0001772526,0.0001902664,0.0003610044,0.0002112339,0.0001168131,0.0000289485,0.0001013054,0.0002054978,0.00003163957],"category_scores_gemma":[0.00003597358,0.0001733559,0.00001824977,0.0002244979,0.0002712228,0.00008265779,0.0001569135,0.0002601582,1.468088e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006221117,"about_ca_system_score_gemma":0.00002415091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1540311,"about_ca_topic_score_gemma":0.06745525,"domain_scores_codex":[0.9991671,0.0000860541,0.0002849002,0.0001937292,0.00009862471,0.0001695651],"domain_scores_gemma":[0.9991019,0.0002054492,0.0004211933,0.0001540368,0.00005011588,0.00006728595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001772636,0.00003045542,0.9849411,0.001256051,0.0005480544,0.000002765411,0.003136316,0.003528613,0.003860726,0.00006443448,0.002228086,0.0003856951],"study_design_scores_gemma":[0.01419123,0.0003419527,0.7146943,0.01167358,0.004771256,0.0001111225,0.09593487,0.1096317,0.02627068,0.0001818684,0.01881121,0.003386224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983047,0.000211429,0.00001844486,0.00003037125,0.00005876796,0.0002145639,0.0001495216,0.00001557802,0.000996616],"genre_scores_gemma":[0.9983531,0.0005379809,0.00004225112,0.00001378013,0.00001294052,5.915602e-7,0.00001252986,0.00004212247,0.0009847435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2702467,"threshold_uncertainty_score":0.9495612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288206140215904,"score_gpt":0.1593288592209284,"score_spread":0.1464467978187694,"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."}}