{"id":"W4380364054","doi":"10.3917/ehesp.goupi.2023.01.0305","title":"Environnement et santé publique","year":2023,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut National de Santé Publique du Québec","funders":"","keywords":"Geography","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00235657,0.001288613,0.0009058735,0.0002640672,0.0005914363,0.000333571,0.001220882,0.0009969869,0.03065599],"category_scores_gemma":[0.0003199848,0.001469787,0.0004220561,0.00005907714,0.001560078,0.0005006345,0.002111133,0.002005854,0.02429167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001623558,"about_ca_system_score_gemma":0.0002108732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001961677,"about_ca_topic_score_gemma":0.001329864,"domain_scores_codex":[0.9924548,0.0006629207,0.001198644,0.002350632,0.001363768,0.001969275],"domain_scores_gemma":[0.9954882,0.0011903,0.0006992632,0.00163602,0.00002194331,0.000964303],"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":[0.0001561002,0.0004431931,0.01309226,0.001415148,0.000847732,0.001704799,0.005341545,0.002482043,0.02258372,0.2778632,0.005353092,0.6687171],"study_design_scores_gemma":[0.0008183392,0.0003044357,0.04322117,0.0009470411,0.00033501,0.00008353269,0.0002245483,0.0005993093,0.005192937,0.03391076,0.9124738,0.001889131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007804875,0.000848958,0.007460681,0.003452941,0.0007774375,0.002537644,0.0003935535,0.0004075792,0.9763163],"genre_scores_gemma":[0.5491693,0.009738648,0.004910118,0.01301154,0.0009646943,0.0009254132,0.0003089888,0.001010504,0.4199608],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9071207,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03350580607600846,"score_gpt":0.2707406467298195,"score_spread":0.237234840653811,"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."}}