{"id":"W7134488946","doi":"","title":"Rev Prat","year":2024,"lang":"fr","type":"other","venue":"Oskar-Bordeaux (Universite de Bordeaux)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Air pollution; Pollution; Atmospheric pollution; Epidemiology; Public health; Macular degeneration","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":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001634973,0.003764492,0.003047811,0.004614607,0.0008512869,0.00111194,0.003857311,0.004153751,0.1754723],"category_scores_gemma":[0.0003629814,0.004804261,0.002034539,0.006455632,0.002057221,0.001388376,0.002291449,0.004730722,0.4699565],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006538854,"about_ca_system_score_gemma":0.003275177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00525517,"about_ca_topic_score_gemma":0.007368062,"domain_scores_codex":[0.9857117,0.00135375,0.001399258,0.004704585,0.002187443,0.004643257],"domain_scores_gemma":[0.9907532,0.0004062161,0.001505346,0.004259544,0.0008630009,0.002212654],"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":[0.0003866018,0.0006048388,0.0003133264,0.002179109,0.002789133,0.01039077,0.00357086,0.0001277115,0.001603745,0.2495388,0.7163547,0.01214043],"study_design_scores_gemma":[0.002817708,0.0005723982,0.0005887701,0.004232636,0.004579919,0.000959349,0.003530923,0.00199284,0.00008035915,0.004594181,0.9714086,0.004642307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001577866,0.03702108,0.001423193,0.006853276,0.006678827,0.002775596,0.004755452,0.003082933,0.9358318],"genre_scores_gemma":[0.002851325,0.004331731,0.01162281,0.001067983,0.003517529,0.00007004138,0.00132445,0.006964052,0.9682501],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2944842,"threshold_uncertainty_score":0.999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006175081743532001,"score_gpt":0.2417692499930387,"score_spread":0.2355941682495067,"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."}}