{"id":"W2544355193","doi":"","title":"Why Australian universities are just not good enough","year":2014,"lang":"en","type":"article","venue":"Quadrant","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"League; Work (physics); Higher education; Political science; League table; Law; Media studies; Sociology; Management; Engineering; Economics","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":[0.0004193038,0.00005577727,0.00007089695,0.00005860769,0.0005863133,0.0001444945,0.0001576609,0.00005998659,0.001775728],"category_scores_gemma":[0.0001828501,0.0000567746,0.00003098811,0.0003014141,0.0001287627,0.0005408706,0.00001020492,0.0001650025,0.0003353019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000892961,"about_ca_system_score_gemma":0.0004032459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.022623,"about_ca_topic_score_gemma":0.007380085,"domain_scores_codex":[0.9992349,0.0001676702,0.00009986895,0.0001097856,0.000209949,0.0001778196],"domain_scores_gemma":[0.9994133,0.0001688913,0.00009033205,0.0001251013,0.0001277814,0.00007462867],"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":[0.000006581033,0.00005365786,0.0004800074,0.000006636051,0.00000926366,0.000001347752,0.03067068,0.000005399127,0.00005084689,0.8776439,0.09015813,0.0009135146],"study_design_scores_gemma":[0.00008775645,0.00001183166,0.002259504,0.00000731019,0.00001039932,4.485875e-7,0.07739566,0.000005182836,0.00009310616,0.0003742624,0.9196744,0.00008017328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06041935,0.000007652132,0.0002190072,0.4977289,0.001079284,0.0001032977,0.000009046901,0.0001099444,0.4403236],"genre_scores_gemma":[0.9467159,0.000007384508,0.0002521868,0.005658621,0.0003799736,0.000002059407,0.000005515814,0.000004713099,0.04697366],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8862965,"threshold_uncertainty_score":0.9991368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07420150671135405,"score_gpt":0.3719525630206353,"score_spread":0.2977510563092812,"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."}}