{"id":"W2594082390","doi":"","title":"Annual Meeting of the Academy of Management (AOM), Vancouver, Canada, 7-11 August, 2015","year":2015,"lang":"en","type":"article","venue":"The Academy of Management","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; Library science; Geography; Regional science; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.002237054,0.0001530286,0.000250409,0.00006598178,0.0002033636,0.000007626557,0.001375738,0.0000830043,0.00008893921],"category_scores_gemma":[0.0000437144,0.0001053353,0.00007655193,0.0005656428,0.0003004561,0.0001514458,0.0004913021,0.0001781946,0.000006501023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000328841,"about_ca_system_score_gemma":0.0002722756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08471193,"about_ca_topic_score_gemma":0.04334655,"domain_scores_codex":[0.996914,0.0002362522,0.0005833769,0.0002298038,0.001669589,0.0003669536],"domain_scores_gemma":[0.9988849,0.00008419948,0.0006500853,0.0001987142,0.00007174894,0.0001103163],"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":[0.0000201413,0.00006313071,0.002651146,0.00009164833,0.0001439861,4.41835e-7,0.00651993,0.0003650687,0.000003665772,0.04298069,0.943772,0.003388145],"study_design_scores_gemma":[0.0003774282,0.000007533428,0.05123186,0.000120693,0.00008499579,1.058253e-7,0.01984585,0.000004432484,0.0005958667,0.002793753,0.924807,0.0001304679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3528944,0.003497682,0.0001594338,0.1563829,0.004933801,0.004587687,0.0002016431,0.0001099193,0.4772325],"genre_scores_gemma":[0.9193407,0.0006005859,0.001050726,0.002213111,0.0001798451,0.00005125126,9.47699e-7,0.00001720484,0.07654563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5664463,"threshold_uncertainty_score":0.9741099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624259000958224,"score_gpt":0.3070792005322071,"score_spread":0.2808366105226248,"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."}}