{"id":"W2165170637","doi":"10.7202/000027ar","title":"Creating and Sustaining Local Union Capabilities The Role of the National Union","year":2002,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Restructuring; Representation (politics); Structuring; Political science; Public relations; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006549139,0.00004643205,0.0000467543,0.00003406922,0.001353526,0.00003511456,0.0001148106,0.00009030559,0.0001934027],"category_scores_gemma":[0.0004575058,0.00002895417,0.00002326083,0.0003670752,0.0004978134,0.0001233099,0.00004419994,0.0001678157,7.702811e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007828172,"about_ca_system_score_gemma":0.0001013867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002994546,"about_ca_topic_score_gemma":0.0008743859,"domain_scores_codex":[0.9991481,0.0002768568,0.0001370221,0.00007606859,0.0002412699,0.0001206884],"domain_scores_gemma":[0.9992557,0.0004248238,0.00007776238,0.00007552373,0.0001398633,0.00002635363],"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":[3.50371e-7,0.00002065837,0.02414554,2.524452e-7,0.00001053325,2.767713e-8,0.02270063,0.0007051691,0.00001528431,0.927043,0.0004005207,0.02495802],"study_design_scores_gemma":[0.0002087229,0.00002022642,0.06573486,0.00005411472,0.00002646997,6.96235e-7,0.2681117,0.003747757,0.0001754708,0.02352019,0.6382867,0.000113039],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7769374,0.0005669901,0.0001800405,0.01369556,0.0001041063,0.000270144,0.00002050368,0.00002890471,0.2081963],"genre_scores_gemma":[0.9930544,0.00005331828,0.00002625009,0.00005805875,0.0000790776,0.00000527758,0.000001888026,0.00000351105,0.00671822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9035228,"threshold_uncertainty_score":0.9999466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160158830393519,"score_gpt":0.2562635525907606,"score_spread":0.2346619642868254,"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."}}