{"id":"W3125620908","doi":"10.46692/9781529208634","title":"Contesting Higher Education: Student Movements against Neoliberal Universities","year":2020,"lang":"en","type":"book","venue":"","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social movement; Politics; Political science; Higher education; Neoliberalism (international relations); Value (mathematics); Inequality; Work (physics); Set (abstract data type); Civil rights; Empirical research; Sociology; Public relations; Public administration; Political economy; Social science; Law; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002122058,0.0001976206,0.0002083183,0.00007530906,0.0006055203,0.0002245737,0.0003937532,0.0001414345,0.01043505],"category_scores_gemma":[0.00001155923,0.0002152872,0.00009206172,0.0001031718,0.0001194704,0.000274855,0.0001181489,0.0003317091,0.0005533697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131764,"about_ca_system_score_gemma":0.004980366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009343999,"about_ca_topic_score_gemma":0.0001075729,"domain_scores_codex":[0.9984488,0.0001433814,0.0002373183,0.0003113473,0.0006036497,0.0002555207],"domain_scores_gemma":[0.9990697,0.0001328599,0.0002064276,0.0001729926,0.0001766567,0.0002413945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002139464,0.00007230835,0.0001306928,0.0000186529,0.00008079161,0.000004490409,0.01327803,0.000004217085,4.210488e-7,0.2864373,0.6976749,0.002296044],"study_design_scores_gemma":[0.0001147301,0.00001703844,0.0003958758,0.00006610944,0.00003334665,6.430652e-8,0.02536598,3.525487e-7,3.091062e-7,0.001776103,0.9719953,0.0002347806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002627317,0.0003132197,0.000004730235,0.008184472,0.00342406,0.0003333796,0.000007890885,0.000159221,0.9873103],"genre_scores_gemma":[0.001773681,0.0002187067,0.0002546906,0.009838825,0.002351566,0.00001925019,0.000103293,0.00002640165,0.9854136],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2846612,"threshold_uncertainty_score":0.9904696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06495963803646977,"score_gpt":0.3600204805028194,"score_spread":0.2950608424663497,"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."}}