{"id":"W4206647291","doi":"10.3917/cerpsy.091.0080","title":"Demain, tous myopes ?","year":2017,"lang":"fr","type":"article","venue":"Cerveau & Psycho","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Medicine","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00371728,0.0004021282,0.0007374692,0.00005987805,0.004944036,0.00009955705,0.001046498,0.002112364,0.007583869],"category_scores_gemma":[0.002056219,0.0003743386,0.0003196853,0.0001327205,0.0006489351,0.000433609,0.000220977,0.003873782,0.007676075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002901117,"about_ca_system_score_gemma":0.001305738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005689124,"about_ca_topic_score_gemma":0.001986755,"domain_scores_codex":[0.9946759,0.0013847,0.001012453,0.0007111427,0.000485685,0.001730172],"domain_scores_gemma":[0.9946614,0.0008039786,0.0007082826,0.00242963,0.0003145128,0.001082182],"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":[0.00004092325,0.0002437735,0.02123833,0.001478579,0.00008200093,0.00005870069,0.02699935,4.922422e-7,0.00001589397,0.0089982,0.8182735,0.1225703],"study_design_scores_gemma":[0.001835774,0.0002116852,0.1551337,0.001553913,0.0000792565,0.000009000119,0.00835928,0.00005308271,0.000004919548,0.003448425,0.8289919,0.0003190683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.167631,0.02669785,0.0005058426,0.3154832,0.03645124,0.001666512,0.0001040606,0.0001791214,0.4512812],"genre_scores_gemma":[0.5393016,0.01783064,0.002413057,0.06872074,0.01564611,0.0001463975,0.00003370129,0.0001692468,0.3557385],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3716707,"threshold_uncertainty_score":0.9998708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09841807822070563,"score_gpt":0.4731458150622689,"score_spread":0.3747277368415632,"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."}}