{"id":"W1543540509","doi":"10.25071/1708-6701.3618","title":"The Road to Excellence","year":2000,"lang":"fr","type":"article","venue":"CAML Review / Revue de l ACBM","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Computer science; Philosophy; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006352397,0.0002750951,0.0005058859,0.00001502106,0.001182519,0.0004631089,0.0005987859,0.00006971536,0.02752367],"category_scores_gemma":[0.0003941656,0.0001849734,0.0002704061,0.0001221252,0.0005528061,0.0001114628,0.0001746742,0.0002738093,0.0155115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505121,"about_ca_system_score_gemma":0.00003087207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003644907,"about_ca_topic_score_gemma":0.0001954868,"domain_scores_codex":[0.9981546,0.0002153435,0.0004424034,0.0003578077,0.0001804001,0.0006493992],"domain_scores_gemma":[0.9988481,0.0002502277,0.00009750045,0.0004713349,0.0001322157,0.0002006269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006611522,0.00004949851,0.00001506484,0.001146497,0.00003484355,0.00004927213,0.001226108,0.000002471793,9.382974e-7,0.1538994,0.3468555,0.4967139],"study_design_scores_gemma":[0.00007304647,0.0001294483,0.0002675742,0.004618982,0.0001580203,0.00001996414,0.0002084849,0.00000640386,0.000001111276,0.0006653894,0.993595,0.0002565879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001765646,0.5341392,0.000001887015,0.0814921,0.001072578,0.0006093306,0.00004216783,0.00003658274,0.3808405],"genre_scores_gemma":[0.001070124,0.5130805,0.00005120338,0.01506912,0.001472347,0.0001330769,0.000002323175,0.00001607024,0.4691053],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6467395,"threshold_uncertainty_score":0.9852551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07762019675419848,"score_gpt":0.2598193517732779,"score_spread":0.1821991550190794,"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."}}