{"id":"W2060024691","doi":"10.1177/1532708612446419","title":"Universities Gone Wild","year":2012,"lang":"en","type":"article","venue":"Culture Studies &#x2194 Critical Methodologies","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Scholarship; Institution; Entertainment; State (computer science); Media studies; Politics; Power (physics); Sociology; Democracy; Narrative; Language change; Higher education; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001457565,0.0005185385,0.0003854835,0.0006909908,0.01963294,0.0151379,0.0008408097,0.004043648,0.08404351],"category_scores_gemma":[0.005770163,0.0004121415,0.0002930212,0.0008598169,0.007219607,0.01177081,0.0112151,0.007839983,0.01923496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004763457,"about_ca_system_score_gemma":0.004665902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198906,"about_ca_topic_score_gemma":0.01971881,"domain_scores_codex":[0.9976467,0.0006544589,0.00006048926,0.0003912699,0.0006353143,0.0006116174],"domain_scores_gemma":[0.9980766,0.0003256005,0.0001031308,0.000241624,0.0003642472,0.0008888922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005926511,0.00004493876,0.001446856,0.00009146252,0.000009641623,0.0003033565,0.01002275,0.00009867919,0.0004290527,0.3980557,0.5105505,0.07888772],"study_design_scores_gemma":[0.000002395325,0.00001305111,0.0003495868,0.00006449716,0.000002381088,0.00005856398,0.003587297,0.00003211065,0.0001344646,0.006336282,0.9894108,0.000008561765],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03225889,0.007824684,0.002673716,0.234843,0.01192796,0.00003832252,0.0003035497,0.0003783063,0.7097517],"genre_scores_gemma":[0.2693301,0.004371327,0.001362518,0.05869288,0.002002733,0.00007331537,0.0001795619,0.0003319342,0.6636556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9803671,"threshold_uncertainty_score":0.2811535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2226439880275388,"score_gpt":0.4794449673101391,"score_spread":0.2568009792826003,"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."}}