{"id":"W1928316239","doi":"10.3138/topia.28.165","title":"Circulation and the New University","year":2012,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Critical Theory and Political Philosophy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Circulation (fluid dynamics); Mechanics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.003165502,0.0002577763,0.0004179765,0.002160539,0.0104272,0.02093934,0.0009244825,0.006353351,0.04441054],"category_scores_gemma":[0.008015519,0.0003021444,0.000339622,0.002111631,0.01702966,0.01330552,0.006192693,0.009118129,0.002999973],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01555091,"about_ca_system_score_gemma":0.0109324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03763568,"about_ca_topic_score_gemma":0.0487631,"domain_scores_codex":[0.9976372,0.000663091,0.00006376485,0.0004465003,0.0005164241,0.0006730971],"domain_scores_gemma":[0.9962294,0.001063992,0.0002461574,0.0003637805,0.000516307,0.001580419],"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":[0.00001064629,0.00001200599,0.000263041,0.000008961352,0.000001506134,0.0000361281,0.001576497,0.00002029893,0.00002682299,0.9697989,0.02317131,0.005073787],"study_design_scores_gemma":[0.00001623179,0.00001380331,0.001289386,0.00007425729,0.000004423885,0.00005417346,0.001907469,0.0001126994,0.00006169011,0.1423199,0.8541284,0.00001746084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02311462,0.01163693,0.00109874,0.1614922,0.004336599,0.00002429791,0.0001311159,0.00008513412,0.7980804],"genre_scores_gemma":[0.4926963,0.003216307,0.000467801,0.01719457,0.004636788,0.00003638167,0.0000729034,0.0001363729,0.4815425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9895728,"threshold_uncertainty_score":0.1485681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06960775450310001,"score_gpt":0.3298240657915789,"score_spread":0.2602163112884789,"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."}}