{"id":"W4394728002","doi":"","title":"Sclérochronologie et géochimie des bivalves de l'Atlantique Nord-Ouest : exploration de traceurs environnementaux des changements globaux","year":2020,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Geology; Geography; Geochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004169657,0.0005824763,0.000220339,0.001423886,0.000751267,0.002272259,0.0001793935,0.0003889044,0.001917105],"category_scores_gemma":[0.0005938239,0.000153933,0.0003568674,0.001445138,0.0006143656,0.0005109802,0.0005086613,0.0004418462,0.0003865879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00180113,"about_ca_system_score_gemma":0.001211517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4025068,"about_ca_topic_score_gemma":0.4761729,"domain_scores_codex":[0.999793,0.00004345493,0.000007320331,0.00006023467,0.00006370859,0.00003233697],"domain_scores_gemma":[0.9997818,0.00004982162,0.00003598132,0.00001513618,0.00007762951,0.00003971543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001876269,0.00003845374,0.7887587,0.0001800689,0.0001601838,0.0003408147,0.00190799,0.002901172,0.07716018,0.0008464771,0.0005660688,0.1269523],"study_design_scores_gemma":[0.000005344466,0.00002907797,0.9927368,0.00001391726,0.00001079184,0.0001727265,0.0005069796,0.0009582141,0.001680187,0.00007199508,0.003804683,0.000009190261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881405,0.001880149,0.003305253,0.000146057,0.00001433611,0.00001543659,0.001003612,0.00006222252,0.005432528],"genre_scores_gemma":[0.9915461,0.00171458,0.002548851,0.00002918898,0.00001612433,0.00001656379,0.0005668123,0.00001916918,0.003542608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4025068,"threshold_uncertainty_score":0.8003279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1920092527516211,"score_gpt":0.3378770787993047,"score_spread":0.1458678260476836,"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."}}