{"id":"W2498670491","doi":"10.1002/9781119198048.ch31","title":"Improving Relations with Our Unions","year":2012,"lang":"en","type":"other","venue":"","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Industrial relations; Labor relations; Work (physics); Trade union; Political science; Business; Law; Management; Public relations; Sociology; Labour economics; Economics; Engineering; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01039431,0.000630141,0.000433105,0.002792261,0.03975246,0.01500297,0.002844339,0.003505074,0.0721826],"category_scores_gemma":[0.0197676,0.0002708593,0.0004446681,0.004093708,0.006255097,0.007830234,0.008269846,0.005316072,0.01298184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05043084,"about_ca_system_score_gemma":0.1169063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6892973,"about_ca_topic_score_gemma":0.8242138,"domain_scores_codex":[0.9814232,0.0033011,0.0002792251,0.0008931745,0.008095903,0.006007343],"domain_scores_gemma":[0.9775109,0.001395159,0.0008363277,0.001046112,0.01002752,0.009184015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002224464,0.0001392977,0.005244881,0.0001026232,0.00001088319,0.0001758454,0.02385054,0.0001709942,0.0003970976,0.06847068,0.6852486,0.2161664],"study_design_scores_gemma":[0.000003338135,0.00001100294,0.002937275,0.0001059942,0.000006041574,0.00005473863,0.01244783,0.00002964906,0.0001016623,0.002508542,0.981781,0.00001277453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01608585,0.005999284,0.002540565,0.1568825,0.00389286,0.0001113931,0.0003060071,0.0004685381,0.813713],"genre_scores_gemma":[0.2739646,0.009700864,0.006646093,0.05618616,0.002245373,0.0001355341,0.0006824229,0.0006014615,0.6498376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6892973,"threshold_uncertainty_score":0.6250651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194623244806742,"score_gpt":0.1850266154022193,"score_spread":0.1730803829541519,"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."}}