{"id":"W1615070708","doi":"10.17230/co-herencia.11.20.9","title":"The Pursuit of Excellence and the Role of Philosophy","year":2014,"lang":"en","type":"article","venue":"Co-herencia","topic":"Ethics in medical practice","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Universidad EAFIT","keywords":"Harmony (color); Excellence; Aesthetics; Sociology; Visual arts; Epistemology; Environmental ethics; Art; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008436308,0.00007748905,0.0001981958,0.000016115,0.0007181448,0.000005832035,0.0005834554,0.0001687152,0.0002091636],"category_scores_gemma":[0.01287213,0.00003940111,0.00003453072,0.00008969534,0.001144227,0.0000425901,0.0002015514,0.001527242,0.00007083986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000112488,"about_ca_system_score_gemma":0.00014007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001649721,"about_ca_topic_score_gemma":0.00006386446,"domain_scores_codex":[0.9962623,0.002487622,0.0004051613,0.0001314169,0.0005120431,0.0002015198],"domain_scores_gemma":[0.976401,0.02244997,0.0003927042,0.0004906205,0.0002017878,0.00006394382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000289314,0.00005767212,0.01362552,0.0004660158,0.00003847187,4.25757e-7,0.009507067,9.270245e-7,0.002283967,0.9402189,0.007356759,0.026155],"study_design_scores_gemma":[0.0009797059,0.00008811307,0.005819261,0.0002089602,0.00003867689,7.124989e-7,0.003487952,0.0002717246,0.0004846942,0.8534641,0.1350844,0.00007171806],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0979898,0.004309908,0.0003572629,0.02878144,0.0007253485,0.001079068,0.000009095518,0.00003477138,0.8667133],"genre_scores_gemma":[0.997014,0.0006209451,0.00009351085,0.001358416,0.0002254644,0.00004801104,5.925853e-7,0.00000967406,0.0006293675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8990242,"threshold_uncertainty_score":0.9954429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05153096551144789,"score_gpt":0.4290603485196597,"score_spread":0.3775293830082118,"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."}}