{"id":"W7097477640","doi":"","title":"FOR THE DEGREE DOCTOR OF PHILOSOPHY IN BUSINESS ADMINISTARTION BY","year":2014,"lang":"en","type":"article","venue":"","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diffuser (optics); Applied philosophy; Degree (music)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001648845,0.0009637571,0.001397236,0.001248643,0.002470681,0.007701566,0.00105974,0.002402544,0.502534],"category_scores_gemma":[0.004998873,0.0004658707,0.0008010639,0.001220305,0.001185389,0.003387699,0.003726337,0.004476647,0.3996977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003019568,"about_ca_system_score_gemma":0.006902174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002370237,"about_ca_topic_score_gemma":0.004743745,"domain_scores_codex":[0.9980475,0.0001998206,0.0001251617,0.0004336122,0.0009104183,0.00028348],"domain_scores_gemma":[0.9971648,0.0002270903,0.0000959639,0.0001900819,0.0009328568,0.001389221],"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":[0.00003117251,0.00005446675,0.0004706839,0.0002609688,0.000006745012,0.00009442359,0.0004496787,0.00008791356,0.0003921834,0.01632679,0.9076742,0.07415069],"study_design_scores_gemma":[0.000003829764,0.00001618926,0.0002977346,0.0001538235,0.000002491716,0.00007189021,0.0001681939,0.00005042945,0.00009724129,0.001812828,0.9973205,0.00000485167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002719723,0.01344981,0.004066921,0.09928816,0.04359151,0.0002138882,0.003627397,0.001572356,0.8314702],"genre_scores_gemma":[0.00466747,0.003135252,0.001058496,0.003455318,0.00132106,0.00007843146,0.0003898052,0.0002461061,0.985648],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.497466,"threshold_uncertainty_score":0.7095748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3197802402615492,"score_gpt":0.4416821756976787,"score_spread":0.1219019354361295,"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."}}