{"id":"W2989915343","doi":"","title":"Comments from the National Center for the Study of Collective Bargaining in Higher Education and the Professions in Response to Proposed NLRB Rule Concerning Graduate Assistants and Other Student Employees","year":2019,"lang":"en","type":"article","venue":"CUNY Academic Works (City University of New York)","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Collective bargaining; Center (category theory); Labour economics; Graduate students; Political science; Medical education; Public relations; Business; Management; Economics; Medicine","routes":{"ca_aff":false,"ca_fund":true,"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":[0.007200793,0.0008766539,0.0008480093,0.001412348,0.005807293,0.003588617,0.001641597,0.007419547,0.09070779],"category_scores_gemma":[0.03384375,0.0005686455,0.0004717912,0.001588816,0.001076289,0.001893187,0.00224437,0.005209921,0.0436677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005101776,"about_ca_system_score_gemma":0.01210717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05027154,"about_ca_topic_score_gemma":0.06731477,"domain_scores_codex":[0.9953181,0.001045559,0.0003682836,0.0005328811,0.002168486,0.000566713],"domain_scores_gemma":[0.966709,0.01341432,0.001469952,0.001033853,0.01481019,0.002562755],"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":[0.00002208116,0.00002370992,0.0003570704,0.00002735384,9.092366e-7,0.0000378031,0.0002702041,0.00001418487,0.0000994048,0.0004639991,0.9963992,0.0022842],"study_design_scores_gemma":[0.00003155298,0.00003854025,0.004923808,0.0002134435,0.00000646074,0.00001519886,0.002591401,0.0001431262,0.0002091172,0.0002929188,0.9914938,0.00004062261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01756277,0.002333079,0.001689933,0.5945984,0.04971806,0.002874612,0.01965077,0.0009198148,0.3106526],"genre_scores_gemma":[0.03420651,0.002108387,0.001455301,0.1786846,0.01226811,0.002771371,0.01019063,0.0006539315,0.7576612],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09070779,"threshold_uncertainty_score":0.3034478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1413306558451417,"score_gpt":0.3653937549694253,"score_spread":0.2240630991242835,"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."}}