{"id":"W2035541166","doi":"10.1007/s12122-001-1026-7","title":"Local union leaders’ satisfaction with grievance procedures","year":2001,"lang":"en","type":"article","venue":"Journal of Labor Research","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Grievance; LISREL; Autonomy; Political science; Psychology; Statistics; Mathematics; Law; Structural equation modeling","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002446026,0.00005751149,0.0001098831,0.0001984887,0.0005489064,0.0001003406,0.0002054495,0.00005757728,0.0002367137],"category_scores_gemma":[0.0003760444,0.00003927813,0.00002776041,0.001039863,0.0005182109,0.0004865252,0.00001891539,0.0004573513,0.000005390055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002243037,"about_ca_system_score_gemma":0.000923379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003374363,"about_ca_topic_score_gemma":0.03757018,"domain_scores_codex":[0.9975519,0.0004125906,0.0001917673,0.00009615382,0.001381083,0.0003665524],"domain_scores_gemma":[0.9981701,0.0001430176,0.0001073058,0.00008975264,0.00131004,0.0001797651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001200824,0.0006283466,0.500176,0.00004989839,0.0002080405,0.0005873297,0.03269293,0.0005065562,0.004676994,0.2813249,0.0326054,0.1453429],"study_design_scores_gemma":[0.0008367558,0.000711421,0.4955218,0.0001695481,0.00001116812,0.00003428059,0.04166821,0.00000811206,0.0003759789,0.002369445,0.4581732,0.000120126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766272,0.000381456,0.001078075,0.01705168,0.0001624941,0.0001570272,0.000002575366,0.00001199023,0.004527444],"genre_scores_gemma":[0.9949425,0.001477714,0.0002274203,0.000164014,0.0003767072,0.000002378529,3.230699e-7,0.000008847128,0.00280003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4255678,"threshold_uncertainty_score":0.9799917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07741668848144385,"score_gpt":0.4199646483214778,"score_spread":0.342547959840034,"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."}}