{"id":"W6987699193","doi":"","title":"Traçage isotopique des sources et processus régissant le budget du soufre dans les aérosols (PM10) urbains : les exemples de Paris et Montréal","year":2017,"lang":"fr","type":"other","venue":"Archipelago (Université du Québec à Montréal)","topic":"Problem Solving Skills Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sulfate aerosol; Claus process; High speed train","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001761612,0.001834699,0.002006853,0.0007253974,0.007455385,0.0002845651,0.00271876,0.001903455,0.002554809],"category_scores_gemma":[0.001200233,0.001911445,0.0007330058,0.0003645967,0.002067917,0.0007375439,0.002145293,0.003445333,0.0006109446],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002553161,"about_ca_system_score_gemma":0.01010824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9282778,"about_ca_topic_score_gemma":0.9838979,"domain_scores_codex":[0.9903237,0.003048183,0.001200295,0.001926777,0.0008842769,0.002616759],"domain_scores_gemma":[0.9921479,0.002375492,0.001980745,0.00193369,0.0004265219,0.00113568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003906186,0.0009938738,0.1246562,0.002322278,0.001121251,0.001327149,0.7525818,0.0004000167,0.0004056195,0.01785556,0.05852226,0.03942338],"study_design_scores_gemma":[0.004777443,0.0004858263,0.1291239,0.007055681,0.0007683977,0.0002658677,0.1456801,0.001121716,0.0000848936,0.00431319,0.7033782,0.002944764],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6974512,0.07448561,0.04629339,0.05397461,0.0007888619,0.005037194,0.001088839,0.0013129,0.1195674],"genre_scores_gemma":[0.6605779,0.03329464,0.01840777,0.001596531,0.0007009552,0.0003787951,0.0003126011,0.001106942,0.2836239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.644856,"threshold_uncertainty_score":0.9994398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495627543378817,"score_gpt":0.2415157460113268,"score_spread":0.2265594705775387,"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."}}