{"id":"W7053381232","doi":"","title":"The (In)visibility of Academic Librarians in the Cyclical Program Review Process: A Corpus-Based Study of Two Ontario Universities / La visibilité (ou l’invisibilité) des bibliothécaires universitaires dans le processus cyclique d’évaluation des programmes : une étude basée sur le corpus de deux universités ontariennes","year":2020,"lang":"fr","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Higher education; Context (archaeology); Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001314888,0.0005967056,0.0008364466,0.002375527,0.0005633362,0.0001065778,0.001752264,0.0003278128,0.00001459118],"category_scores_gemma":[0.0003730955,0.0005254661,0.0002980747,0.01757698,0.001659861,0.001342517,0.0003475617,0.001236836,0.000001186768],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478255,"about_ca_system_score_gemma":0.00704249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6705521,"about_ca_topic_score_gemma":0.8379669,"domain_scores_codex":[0.9953735,0.001384603,0.0008911372,0.0008953898,0.0005959108,0.0008594554],"domain_scores_gemma":[0.9969174,0.001150341,0.0003973321,0.0007467137,0.0005651175,0.0002230725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002805095,0.01136801,0.3408614,0.01473923,0.0006036897,0.0004302489,0.4052083,0.04216603,0.0001238637,0.02084252,0.0000639756,0.1607876],"study_design_scores_gemma":[0.02137523,0.009647171,0.1876111,0.008923247,0.002894192,0.00004812853,0.42386,0.07570962,0.00156356,0.0009978503,0.2644435,0.002926453],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803172,0.0009641767,0.0007930398,0.002721415,0.00003585757,0.005489241,0.00005078059,0.0002121502,0.009416126],"genre_scores_gemma":[0.9700656,0.02811989,0.001537838,0.00007127772,0.00002688138,0.00005116372,0.00002443079,0.00005382884,0.00004911776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2643795,"threshold_uncertainty_score":0.9997197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0467007039191477,"score_gpt":0.2613189542125334,"score_spread":0.2146182502933857,"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."}}