{"id":"W2071288455","doi":"10.1007/s12122-006-1009-9","title":"Graduate student unions in the United States","year":2006,"lang":"en","type":"article","venue":"Journal of Labor Research","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University; York University","funders":"","keywords":"Frontier; Collective bargaining; Statutory law; Political science; Graduate students; TRACE (psycholinguistics); Public relations; Public administration; Economics; Sociology; Law; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008337076,0.0001219772,0.0002704237,0.001304348,0.003583008,0.001766977,0.0006320459,0.001291519,0.006878521],"category_scores_gemma":[0.001878486,0.0001747647,0.0001601398,0.001734589,0.0008099422,0.000736656,0.002104593,0.001645364,0.0005330988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002025301,"about_ca_system_score_gemma":0.004025469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1141744,"about_ca_topic_score_gemma":0.370059,"domain_scores_codex":[0.9991419,0.0002160597,0.00003149112,0.00006168969,0.0001235272,0.0004252899],"domain_scores_gemma":[0.9968906,0.0004178674,0.0005343622,0.00004197832,0.0003356906,0.001779449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002779945,0.0006393474,0.928133,0.00005325043,0.00002941505,0.0003660761,0.01205487,0.000171296,0.0002992922,0.005521386,0.01718161,0.03527248],"study_design_scores_gemma":[0.00003903077,0.0001606641,0.9046447,0.0001113437,0.00002692903,0.0001194674,0.07160396,0.0002350776,0.0001571085,0.0005369431,0.02235422,0.00001042565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982792,0.001116643,0.00006502724,0.005251756,0.0001152984,0.00001577082,0.0003329004,0.00000895195,0.01030172],"genre_scores_gemma":[0.9895954,0.0007073758,0.00005086746,0.001340602,0.00007783661,0.0000175154,0.0003160682,0.000003731966,0.007890712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1141744,"threshold_uncertainty_score":0.2270197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1522062742756291,"score_gpt":0.4883977202830638,"score_spread":0.3361914460074348,"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."}}