{"id":"W4323530028","doi":"10.7202/1096926ar","title":"Présentation du numéro","year":2023,"lang":"fr","type":"article","venue":"Revue musicale OICRM","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005722866,0.0002404277,0.00043405,0.0001960456,0.0002143427,0.00003468748,0.0001416586,0.0002759695,0.003811929],"category_scores_gemma":[0.0002878205,0.0002564104,0.0001576372,0.001125837,0.0001355594,0.0001677807,0.0000660415,0.000456346,0.01501653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002061705,"about_ca_system_score_gemma":0.0002617832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001709041,"about_ca_topic_score_gemma":0.00007833602,"domain_scores_codex":[0.9977005,0.00009245746,0.0005266342,0.0004290568,0.0003009868,0.0009503856],"domain_scores_gemma":[0.9984976,0.0002495371,0.0001339548,0.0004644579,0.0001145402,0.0005399216],"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":[0.0000819667,0.0001756658,0.01279322,0.003864889,0.00003199076,0.000334638,0.002597578,0.00005223368,0.0006623006,0.001892316,0.8699526,0.1075606],"study_design_scores_gemma":[0.001063847,0.0002686963,0.04274539,0.001461349,0.0000908254,0.0001119827,0.0003183975,0.01111455,0.000226949,0.0002433073,0.9421151,0.0002396529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1934794,0.00608779,0.000259422,0.08671609,0.6681148,0.0009688531,0.00008519123,0.0003593571,0.04392909],"genre_scores_gemma":[0.1254481,0.009561352,0.0003655484,0.009759363,0.7739732,0.0001062327,0.0003703578,0.0001047225,0.08031108],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1073209,"threshold_uncertainty_score":0.9999888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03897931846018642,"score_gpt":0.317533308078144,"score_spread":0.2785539896179576,"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."}}