{"id":"W2133542536","doi":"","title":"Change in Higher Education and a Core Value: Academic Freedom","year":2011,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Academic freedom; Core (optical fiber); Value (mathematics); Higher education; Political science; Mathematics education; Sociology; Computer science; Mathematics; Law; Statistics; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01059681,0.0002817132,0.0004723933,0.002190788,0.007563419,0.01665285,0.001015861,0.003388445,0.004914377],"category_scores_gemma":[0.01588665,0.0001676037,0.0004785216,0.004408506,0.04412315,0.01266182,0.00949688,0.005447402,0.0003496312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01142034,"about_ca_system_score_gemma":0.01051817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002415645,"about_ca_topic_score_gemma":0.002999749,"domain_scores_codex":[0.9816102,0.01034053,0.0007726393,0.0009867271,0.004843372,0.0014466],"domain_scores_gemma":[0.963025,0.02387011,0.004366597,0.002084786,0.003221938,0.003431659],"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":[0.00002793096,0.00009037714,0.00707898,0.0005584367,0.00002399602,0.0002369357,0.01549778,0.000433174,0.0002374082,0.9029928,0.005367893,0.06745426],"study_design_scores_gemma":[0.00001326863,0.0001371387,0.01553805,0.001581624,0.0000303824,0.0006506174,0.0358644,0.0004631667,0.0006739977,0.7215549,0.2234186,0.00007382722],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.149234,0.02868983,0.02208046,0.2334715,0.002078673,0.0001364388,0.0001224896,0.00007648263,0.5641101],"genre_scores_gemma":[0.9860811,0.003332562,0.001945053,0.004746258,0.0004260526,0.00003563584,0.00002054631,0.00001289619,0.003399861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01665285,"threshold_uncertainty_score":0.08286077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.119222952994046,"score_gpt":0.2996449897399411,"score_spread":0.1804220367458952,"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."}}