{"id":"W4285710444","doi":"10.51952/9781529204087.ch008","title":"Comparative Analysis of Union Identities","year":2020,"lang":"en","type":"book-chapter","venue":"Bristol University Press eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":[0.0001051964,0.0001483455,0.0005068799,0.000270451,0.0003239507,0.00003260262,0.0004071842,0.0001710148,0.0001592861],"category_scores_gemma":[0.000005564314,0.0001794856,0.0002780652,0.00005005044,0.0005074161,0.00008525897,0.0001582097,0.0001630045,0.000001210005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504133,"about_ca_system_score_gemma":0.0001519065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007689426,"about_ca_topic_score_gemma":0.005152372,"domain_scores_codex":[0.9989813,0.0001039735,0.0001573798,0.0002451249,0.0003833248,0.0001288861],"domain_scores_gemma":[0.999109,0.00005445386,0.0003084538,0.0001967719,0.0002182335,0.0001131077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001465948,0.000008010254,0.000009749862,0.000006840099,0.001345151,0.00002059084,0.005079133,0.00001033327,0.000005108622,0.9895085,0.003795163,0.0001967453],"study_design_scores_gemma":[0.000134413,0.00001938442,0.0002452353,0.00002586822,0.002031236,3.758786e-8,0.001535757,0.00001416805,0.00001634285,0.0007717813,0.9950251,0.0001806493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002488422,0.00007374195,0.0001665567,0.0000416256,0.00009775777,0.0001963785,0.0004887289,0.00004934719,0.998637],"genre_scores_gemma":[0.05014018,0.0001302732,0.00003421654,0.00004530139,0.00004542648,1.636396e-7,0.00006554124,0.000006949307,0.949532],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.99123,"threshold_uncertainty_score":0.9989185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04750275615129056,"score_gpt":0.26478223536311,"score_spread":0.2172794792118194,"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."}}