{"id":"W7126940694","doi":"","title":"Minnesota Mechanical Contractors Association (Plumbers & Pipefitters) and United Association of Journeymen and Apprentices of the Plumbing and Pipefitting Industry of the United States and Canada (PPF), AFL-CIO, Plumbers Local No. 34 & Pipefitters Local No. 455 (2002)","year":2002,"lang":"en","type":"other","venue":"eCommons (Cornell University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Association (psychology); Professional association; Public health","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":[0.0009432329,0.0006991997,0.001175307,0.001014333,0.0003281905,0.00008404703,0.0006226574,0.001247148,0.0001631884],"category_scores_gemma":[0.0006606671,0.0006592654,0.0001653431,0.00181739,0.0008666356,0.0003163848,0.0006372628,0.001606656,0.000003275284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001665899,"about_ca_system_score_gemma":0.0002922582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3638643,"about_ca_topic_score_gemma":0.403682,"domain_scores_codex":[0.9958364,0.001002697,0.0008445411,0.0007793274,0.0007950486,0.0007420018],"domain_scores_gemma":[0.9934456,0.001350613,0.00374491,0.0005927674,0.0005418747,0.0003242753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003235534,0.0003763996,0.7884147,0.000860295,0.002875052,0.00003736333,0.001666551,0.002298178,0.0007429055,0.0002402867,0.2018381,0.0003266216],"study_design_scores_gemma":[0.03787072,0.001061078,0.3546571,0.01160845,0.01615606,0.0001279264,0.05680237,0.1444566,0.002637716,0.0002222837,0.3666712,0.007728571],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875247,0.0001604065,0.00007228403,0.0002773486,0.0004590817,0.0008159721,0.001347308,0.00007841564,0.009264443],"genre_scores_gemma":[0.9528223,0.0005757453,0.00004843923,0.0001693992,0.0000704171,0.000001914552,0.0001175285,0.0002963195,0.04589791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4337576,"threshold_uncertainty_score":0.9995859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055700224486997,"score_gpt":0.1691650315145249,"score_spread":0.1586080292696549,"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."}}