{"id":"W21543767","doi":"10.1095/biolreprod.110.088542","title":"Killing Thinking: The Death of the Universities","year":2005,"lang":"en","type":"book","venue":"Medical Entomology and Zoology","topic":"University Challenges and Reforms","field":"Social Sciences","cited_by":218,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Bureaucracy; Creativity; Privilege (computing); Democracy; Power (physics); Intellectual property; Political science; Sociology; Law; Politics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002007654,0.0006655098,0.0006094922,0.001014745,0.005716798,0.006252783,0.000929114,0.003607761,0.03176338],"category_scores_gemma":[0.01165945,0.0002316438,0.0005397165,0.0006942946,0.006993741,0.006078162,0.004730512,0.008024411,0.01631511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002404313,"about_ca_system_score_gemma":0.004094227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002118305,"about_ca_topic_score_gemma":0.003392457,"domain_scores_codex":[0.99791,0.0007316808,0.00008124128,0.0002388609,0.0006629156,0.0003752835],"domain_scores_gemma":[0.9954927,0.0006816608,0.0003795964,0.0005789176,0.001331856,0.001535156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008109635,0.00003471255,0.001272805,0.0001077981,0.00002810457,0.0006700397,0.00262565,0.00005629301,0.0004528184,0.03758821,0.8780097,0.07907269],"study_design_scores_gemma":[0.00001126433,0.00003018685,0.0004363851,0.0002009311,0.000008372327,0.0007349466,0.002425216,0.00004371522,0.000198657,0.01192121,0.9839707,0.00001841504],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01149173,0.04566851,0.005110291,0.6568919,0.06619301,0.0000743811,0.0004270356,0.00110815,0.213035],"genre_scores_gemma":[0.1682812,0.03141216,0.004239203,0.3333527,0.01714263,0.0001282252,0.0006163738,0.0007275087,0.4441],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9942832,"threshold_uncertainty_score":0.106259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691364960512557,"score_gpt":0.2679923083385616,"score_spread":0.251078658733436,"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."}}