{"id":"W7095333600","doi":"","title":"OF THE REQUIREMENTS FOR THE DEGREE OF DOCTOR OF PHILOSOPHY IN ART STUDIES AND PRACTICES BY","year":2014,"lang":"en","type":"article","venue":"","topic":"Education, Technology, and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diffuser (optics); Artificiality; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005506176,0.00003278315,0.00006979164,0.0000082193,0.00003205651,0.000001142213,0.0001477527,0.00002934189,0.00002635759],"category_scores_gemma":[0.0006434842,0.00001628455,0.00001247966,0.00006939775,0.0005829427,0.00006094381,0.00008065819,0.00003967336,6.861536e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009429857,"about_ca_system_score_gemma":0.000003743212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001154007,"about_ca_topic_score_gemma":0.0006131781,"domain_scores_codex":[0.9996335,0.00002670619,0.0001295907,0.00006800385,0.00009306396,0.00004913977],"domain_scores_gemma":[0.9991853,0.0004328372,0.0002053072,0.0001594749,0.00001194524,0.000005193106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001860311,0.000170098,0.9388114,0.00014406,0.00004561241,5.922354e-9,0.002708782,0.00001273279,0.02038031,0.02059515,0.01385892,0.003254283],"study_design_scores_gemma":[0.001079753,0.0005431053,0.6588972,0.0001256117,0.0001188431,0.000001012161,0.01260248,0.000280115,0.1164073,0.153321,0.05642257,0.0002010009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731123,0.0002656459,0.00007271782,0.02041247,0.0000816814,0.0002302654,0.000002672059,0.000003361599,0.005818897],"genre_scores_gemma":[0.998736,0.0001983832,0.000579978,0.0001125682,0.000005988107,0.00001061577,1.746335e-7,0.000001626989,0.0003547023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2799143,"threshold_uncertainty_score":0.2147877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1967105130348675,"score_gpt":0.3958327710515372,"score_spread":0.1991222580166698,"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."}}