{"id":"W7160043246","doi":"10.3138/ctr.204.017","title":"“Academic Show and Tell”","year":2025,"lang":"en","type":"article","venue":"Canadian Theatre Review","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0005429228,0.0000733069,0.000178676,0.00006969866,0.0002638771,0.0000143683,0.0002124979,0.0001444888,0.0003057056],"category_scores_gemma":[0.0001622383,0.00006752394,0.0000380432,0.0002720825,0.0002364959,0.00005368056,0.00001361075,0.0002373318,0.00009261862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00016238,"about_ca_system_score_gemma":0.001166602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1262675,"about_ca_topic_score_gemma":0.1693066,"domain_scores_codex":[0.9991853,0.000120161,0.0001427977,0.0001251518,0.00007825014,0.0003483244],"domain_scores_gemma":[0.9993241,0.00009520212,0.00002245859,0.0001200375,0.00002362559,0.0004145967],"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":[1.666952e-7,7.617211e-7,0.002806329,0.0004430182,0.000009407188,0.000003203812,0.0003539259,2.719022e-8,4.498673e-7,0.3850338,0.3474202,0.2639287],"study_design_scores_gemma":[0.00002549045,0.00000131661,0.0001078591,0.001304795,0.00004193234,0.00000137068,0.0001361805,9.13792e-7,8.424626e-7,0.0056856,0.9926243,0.00006938943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0001311508,0.4470933,0.000004196984,0.03448714,0.0002110694,0.0002093431,0.00001196966,0.00001795484,0.5178339],"genre_scores_gemma":[0.05165877,0.8914759,0.00004695821,0.03768909,0.0004088859,0.00001608566,0.000004246212,0.000008527691,0.01869156],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6452041,"threshold_uncertainty_score":0.8795508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392554166847882,"score_gpt":0.3178566785502083,"score_spread":0.2939311368817294,"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."}}