{"id":"W2315774961","doi":"10.18740/s4vw2b","title":"Higher Education and the Diffusion of Knowledge","year":2016,"lang":"en","type":"article","venue":"Socialist studies","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Diffusion; Capital (architecture); Political science; Economic system; Economics; Geography; Physics; Thermodynamics","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":[0.006578796,0.000129648,0.0003106573,0.001730527,0.003921989,0.01273743,0.001137362,0.00836262,0.009270974],"category_scores_gemma":[0.0177127,0.0001764959,0.0004589715,0.003175866,0.01822966,0.01519102,0.004121699,0.003898995,0.000499072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00710225,"about_ca_system_score_gemma":0.004606167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009833936,"about_ca_topic_score_gemma":0.01021947,"domain_scores_codex":[0.9970343,0.001632602,0.00008522962,0.0004327616,0.0004743917,0.0003407826],"domain_scores_gemma":[0.9781186,0.01793882,0.001383695,0.0008702312,0.0009488267,0.0007399103],"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":[0.000005158576,0.000008745558,0.0003530827,0.00001991107,0.0000022446,0.00005042397,0.002921861,0.0001039753,0.00002118975,0.9903627,0.003346226,0.002804457],"study_design_scores_gemma":[0.00001850354,0.00001894158,0.003451591,0.0003160379,0.000009395047,0.0001399221,0.008050605,0.0005632844,0.0002034072,0.7837676,0.2034365,0.00002413852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04174882,0.019705,0.003374335,0.6570954,0.0004392337,0.00002912469,0.0001479885,0.00002112446,0.2774389],"genre_scores_gemma":[0.9535881,0.007308254,0.0008585206,0.01872377,0.0008651022,0.00004239806,0.00002686919,0.00001804273,0.01856893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01273743,"threshold_uncertainty_score":0.05153066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804112516128203,"score_gpt":0.3833640543433102,"score_spread":0.3453229291820281,"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."}}