{"id":"W2517210832","doi":"10.3138/tric.37.1.126","title":"Thinking a Public University","year":2016,"lang":"en","type":"article","venue":"Theatre Research in Canada","topic":"University Challenges and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arbitration; Ideology; Headline; Politics; Globe; Political science; Picketing; Media studies; Law; Public administration; Sociology; Economic history; Advertising; History; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001387032,0.00003620646,0.00006181087,0.0001532819,0.0005514182,0.0000198765,0.0005231904,0.00004019864,0.0002414078],"category_scores_gemma":[0.00001076335,0.00002348869,0.00001644805,0.0004628751,0.0002185573,0.0001945227,0.0001293387,0.0001555073,0.00001277782],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00410701,"about_ca_system_score_gemma":0.006271587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995147,"about_ca_topic_score_gemma":0.9997514,"domain_scores_codex":[0.9981362,0.0003322462,0.00004137263,0.0001285749,0.0008208798,0.0005407521],"domain_scores_gemma":[0.9993293,0.00027215,0.00001049202,0.0001248253,0.00006176329,0.0002014947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003378883,0.00003468678,0.03427215,0.00001240671,0.00002094568,0.0005672168,0.00516785,9.697918e-7,0.00004055749,0.1157059,0.00658166,0.8375618],"study_design_scores_gemma":[0.0002086139,0.0000105954,0.0007206946,0.0000346258,4.678877e-7,3.765779e-7,0.04157093,0.000001789256,0.000006397074,0.004152004,0.9532365,0.00005698614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1182766,0.00007092247,0.00000663514,0.09524311,0.00009487712,0.0001115262,0.000007563409,0.00001738735,0.7861714],"genre_scores_gemma":[0.997126,0.0008964895,0.0000121601,0.00002389604,0.00006178576,1.606035e-7,2.588597e-7,0.000002899552,0.00187629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9466549,"threshold_uncertainty_score":0.999716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277176848737099,"score_gpt":0.3309366034385782,"score_spread":0.2032189185648683,"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."}}