{"id":"W2956835922","doi":"10.7202/1071422ar","title":"It’s Only Logical: Faculty Representation on Senates","year":2020,"lang":"en","type":"article","venue":"Philosophical Inquiry in Education","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Representation (politics); Epistemology; Philosophy; Mathematics education; Psychology; Political science; Politics; Law","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":[0.0127455,0.0003357076,0.0005849434,0.001468942,0.02445555,0.01447507,0.001064718,0.006045914,0.03057644],"category_scores_gemma":[0.03471641,0.0003379327,0.0004843005,0.001978933,0.02135996,0.009777088,0.0129551,0.01011697,0.002955447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007060245,"about_ca_system_score_gemma":0.01237139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285107,"about_ca_topic_score_gemma":0.02633816,"domain_scores_codex":[0.9763696,0.01299291,0.0005219153,0.001172339,0.003035615,0.005907624],"domain_scores_gemma":[0.9825251,0.006511333,0.00114973,0.001741805,0.003305361,0.004766652],"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":[0.00009012679,0.00004682427,0.003548166,0.00003744238,0.00003115245,0.0001480995,0.02100046,0.0001262199,0.0004400112,0.8884366,0.06533615,0.02075871],"study_design_scores_gemma":[0.00005971297,0.0001028249,0.008242539,0.0003159439,0.00005615889,0.000159908,0.06822323,0.0003950665,0.002099525,0.349645,0.5705862,0.0001138539],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1243903,0.0009181659,0.003685089,0.3238852,0.002744672,0.00003170096,0.0001103181,0.00009142837,0.5441433],"genre_scores_gemma":[0.9080514,0.0001913346,0.0003321687,0.02791268,0.0004699458,0.00003025967,0.00003034333,0.00008087589,0.06290098],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03057644,"threshold_uncertainty_score":0.1022884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2463509547619449,"score_gpt":0.4516180785835254,"score_spread":0.2052671238215805,"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."}}