{"id":"W2734873069","doi":"10.4000/quaternaire.8044","title":"Sensibilité d’un modèle ocean-atmosphere(LMDZ-NEMOMED8) à un flux d’eau douce : cas du dernier épisode de sapropèle en mer Méditerranée","year":2017,"lang":"fr","type":"article","venue":"Quaternaire","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Forestry; Humanities; Geography; Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00183063,0.0006564202,0.0007882878,0.00005764798,0.002572585,0.0003673405,0.001691298,0.001044222,0.009875288],"category_scores_gemma":[0.0004990586,0.000597196,0.0003124731,0.0001477225,0.001964473,0.0007191079,0.0002532487,0.001113833,0.006643086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002919958,"about_ca_system_score_gemma":0.0003594656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02009558,"about_ca_topic_score_gemma":0.05476562,"domain_scores_codex":[0.994355,0.001229058,0.000662406,0.001152586,0.0005792131,0.002021797],"domain_scores_gemma":[0.996426,0.0006187228,0.0003607357,0.001670157,0.0001815706,0.0007428484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002612963,0.0001452397,0.9450322,0.0002043102,0.0002739126,0.003123794,0.003702161,0.0006781165,0.0000320266,0.0001596312,0.007565478,0.03882179],"study_design_scores_gemma":[0.001672091,0.0003770334,0.9429696,0.0001643478,0.0001682639,0.0025475,0.0004662892,0.02403158,0.002038529,0.005419236,0.01934353,0.0008020598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350868,0.008114519,0.0001512956,0.04271362,0.00290824,0.0004802528,0.00009737088,0.0001022168,0.01034564],"genre_scores_gemma":[0.9458402,0.001185247,0.001169939,0.0007850184,0.0007633734,0.000006750369,0.000117777,0.00003776141,0.05009396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0419286,"threshold_uncertainty_score":0.9996479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02553193400005014,"score_gpt":0.256182650749737,"score_spread":0.2306507167496868,"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."}}