{"id":"W2184357531","doi":"","title":"The Slow Professor: Challenging the Culture of Speed in the Academy","year":2016,"lang":"en","type":"book","venue":"","topic":"University Challenges and Reforms","field":"Social Sciences","cited_by":490,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Consumerism; Lifelong learning; Humanism; Ethos; Ivory tower; Sociology; Accountability; Pedagogy; Higher education; Public relations; Social science; Management; Political science; Law; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001444235,0.0001461115,0.000179903,0.00003536064,0.001069029,0.00003669878,0.001520685,0.0004877526,0.00007587119],"category_scores_gemma":[0.00003072302,0.00003988935,0.0001601573,0.00008353232,0.0006948009,0.00009021478,0.0001296738,0.00071674,0.00003081805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368522,"about_ca_system_score_gemma":0.0002098227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001731263,"about_ca_topic_score_gemma":0.002297093,"domain_scores_codex":[0.9985594,0.000202585,0.0001702657,0.0001608152,0.0005817383,0.000325222],"domain_scores_gemma":[0.9991763,0.0003407224,0.0001786476,0.0002246625,0.00004832125,0.00003130165],"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":[0.000007900738,0.0000144748,0.000003969679,0.00001971172,0.00005148348,0.000002060738,0.1783226,3.559904e-7,0.000001866895,0.7481443,0.0670532,0.006378128],"study_design_scores_gemma":[0.0001013631,0.00001234119,0.0000291525,0.00009901444,0.00001387981,3.814932e-7,0.1266603,0.000001014862,0.000001645216,0.01933255,0.8536657,0.00008265998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004696546,0.001774173,0.000002046765,0.06896489,0.0002061382,0.0005319636,0.000005205614,0.00001902478,0.9284496],"genre_scores_gemma":[0.01169984,0.0226642,0.000001955273,0.0002482764,0.0006572197,0.000002103361,0.000001424477,0.000009006654,0.964716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7866125,"threshold_uncertainty_score":0.822221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03965601682728998,"score_gpt":0.3056426329183042,"score_spread":0.2659866160910142,"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."}}