{"id":"W7002154417","doi":"","title":"Metropolitan Detroit Plumbing & Mechanical Contractors Association, Inc. (Pipefitters Agreement) and United Association of Journeymen & Apprentices of the Plumbing & Pipefitting Industry of the United States & Canada (PPF), Local 636 (2001)","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":"Metropolitan area; 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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001750609,0.0008548216,0.001585632,0.001798228,0.0004770118,0.00009995198,0.00189719,0.001344487,0.0008123007],"category_scores_gemma":[0.002649622,0.0008339835,0.0004298592,0.006155466,0.0004368641,0.0002553876,0.001159106,0.002655141,0.00002420558],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008383974,"about_ca_system_score_gemma":0.001135585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5299474,"about_ca_topic_score_gemma":0.9066831,"domain_scores_codex":[0.9926383,0.002350477,0.001444863,0.0008967677,0.001522945,0.001146591],"domain_scores_gemma":[0.987931,0.001876164,0.007634703,0.001295152,0.00081826,0.0004446882],"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":[0.0001527521,0.0004087162,0.5930644,0.0004753907,0.004443813,0.000007198407,0.001250268,0.004497839,0.001375646,0.0008891296,0.3934042,0.00003061664],"study_design_scores_gemma":[0.00611365,0.00009255295,0.03039121,0.002270547,0.00497001,0.00001005814,0.009768795,0.001529449,0.0006293014,0.0003831798,0.9417261,0.002115141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796584,0.0001260815,0.0009140893,0.0007306839,0.0007640866,0.001236427,0.004536444,0.0001770768,0.01185668],"genre_scores_gemma":[0.8985307,0.0001535701,0.0004470474,0.0003237578,0.0001599005,0.000003468095,0.001664835,0.0005839069,0.0981328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5626732,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02519129076737685,"score_gpt":0.2044771413930905,"score_spread":0.1792858506257137,"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."}}