{"id":"W1846671002","doi":"10.3138/topia.28.21","title":"Struggling Universities: Simon Fraser University and the Crisis of Canadian Public Education","year":2012,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gentrification; Financial crisis; Higher education; Political science; Sociology; Factory (object-oriented programming); Public administration; Economic growth; Economics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003742888,0.0005320094,0.0004626263,0.003182646,0.05588647,0.01583845,0.002192978,0.00553093,0.01616568],"category_scores_gemma":[0.006778558,0.000334263,0.0003790039,0.006584895,0.0188833,0.006635434,0.007747164,0.00550796,0.0009461963],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2006528,"about_ca_system_score_gemma":0.1991249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9832787,"about_ca_topic_score_gemma":0.9908694,"domain_scores_codex":[0.9930434,0.0007591566,0.00008465927,0.000334605,0.001710764,0.004067542],"domain_scores_gemma":[0.9936827,0.0007859548,0.0005047501,0.0001554905,0.001376776,0.003494295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001090321,0.00008826592,0.01029155,0.0002566078,0.00002382336,0.001739852,0.1338277,0.0005614337,0.0003548328,0.467155,0.3037848,0.08180697],"study_design_scores_gemma":[0.00001005956,0.00002115852,0.0151426,0.0002900494,0.000011323,0.0003199884,0.1817636,0.0002201342,0.0002066613,0.01201204,0.7898605,0.0001419601],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1653421,0.02403041,0.000588302,0.53885,0.001693584,0.00004724438,0.0003428614,0.0001207887,0.2689847],"genre_scores_gemma":[0.9046155,0.01476845,0.0005356413,0.02571649,0.0004624945,0.00002697716,0.0001602102,0.00008070091,0.0536335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7993472,"threshold_uncertainty_score":0.9271294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06584874743928268,"score_gpt":0.3135392452824903,"score_spread":0.2476904978432077,"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."}}