{"id":"W4285247854","doi":"10.7202/1088378ar","title":"Higher Education and Dilemmas of Deinstitutionalization","year":2022,"lang":"en","type":"article","venue":"Philosophical Inquiry in Education","topic":"Digital Education and Society","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Status quo; Norm (philosophy); Context (archaeology); Institution; Value (mathematics); Sociology; Set (abstract data type); Epistemology; Higher education; Political science; Environmental ethics; Pedagogy; Engineering ethics; Social science; Law; Computer science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03001782,0.000477129,0.0006998919,0.002218511,0.01915409,0.01421305,0.002130968,0.008953009,0.003930754],"category_scores_gemma":[0.02761698,0.0004680105,0.0007416324,0.002194987,0.1012072,0.01426245,0.01905322,0.009788339,0.0008610233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01567164,"about_ca_system_score_gemma":0.01347194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006455618,"about_ca_topic_score_gemma":0.004861617,"domain_scores_codex":[0.9693579,0.02021382,0.0009088526,0.003402123,0.003054793,0.00306257],"domain_scores_gemma":[0.9840001,0.0069885,0.001914343,0.003191289,0.001689714,0.002215965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003809882,0.000006080822,0.00008002873,0.000005971262,0.000001649784,0.00002416996,0.002520724,0.00007859844,0.00001130476,0.9949068,0.001040163,0.00132057],"study_design_scores_gemma":[0.00002035067,0.00000747462,0.0001889082,0.00005545925,0.000001859636,0.0000522676,0.003003174,0.0001899058,0.0000584488,0.9450272,0.05138409,0.00001078917],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0743446,0.01159124,0.01579106,0.4026328,0.001184879,0.0001102034,0.00004749747,0.00008022843,0.4942175],"genre_scores_gemma":[0.9715854,0.001417491,0.002179055,0.01021139,0.0006709682,0.0001434218,0.00001627363,0.00005432031,0.0137218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03001782,"threshold_uncertainty_score":0.1587513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05463334590491718,"score_gpt":0.326397190251748,"score_spread":0.2717638443468308,"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."}}