{"id":"W2758010831","doi":"10.1177/0160449x17731877","title":"Professors-in-Training or Precarious Workers? Identity, Coalition Building, and Social Movement Unionism in the 2015 University of Toronto Graduate Employee Strike","year":2017,"lang":"en","type":"article","venue":"Labor Studies Journal","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Solidarity; Identity (music); Sociology; Social movement; Argument (complex analysis); Politics; Public relations; Face (sociological concept); Political science; Public administration; Political economy; Law; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001957376,0.00008842414,0.0002027977,0.00003160418,0.002635027,0.0001892477,0.0004149408,0.00005151994,0.00002842979],"category_scores_gemma":[0.0001532184,0.00006504735,0.00003624292,0.00008280993,0.0003700769,0.0007275371,0.0001791117,0.0002070069,1.202122e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002799597,"about_ca_system_score_gemma":0.0001778182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03951089,"about_ca_topic_score_gemma":0.6424739,"domain_scores_codex":[0.9986151,0.0003364378,0.0002015664,0.0001239009,0.0004452773,0.0002777336],"domain_scores_gemma":[0.9992693,0.00007804852,0.0003056371,0.0001098214,0.0001979586,0.00003923605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001072002,0.0001665628,0.2683241,0.00001987027,0.0002288788,0.00008218221,0.5820495,0.000005424809,0.00003818059,0.1387819,0.003298017,0.00689813],"study_design_scores_gemma":[0.0008047984,0.00004822108,0.7118005,0.00008228103,0.00002743486,5.30024e-7,0.2756674,0.000001138241,0.000001833876,0.005211628,0.006281202,0.00007310804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98895,0.0008970062,0.00002079583,0.008552272,0.0004907091,0.0002299131,0.00002044028,0.000006595994,0.0008322282],"genre_scores_gemma":[0.9946801,0.004278926,0.0001304495,0.0001601667,0.0001741766,0.000001705934,6.161211e-7,0.0000045178,0.0005693403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.602963,"threshold_uncertainty_score":0.9986634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1552166370383349,"score_gpt":0.4223827247687876,"score_spread":0.2671660877304526,"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."}}