{"id":"W2766755121","doi":"","title":"Effets des aménagements sur les patrons sédimentaires et géochimiques péri-fluviaux du Rhône moyen (1860-2014)","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004619078,0.0002627003,0.0002846034,0.0004838558,0.000602607,0.0007119424,0.0003626461,0.0006534645,0.006334145],"category_scores_gemma":[0.001509915,0.000189189,0.000494056,0.0007389833,0.001165556,0.0003453138,0.001041599,0.0004397522,0.0005034623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002045219,"about_ca_system_score_gemma":0.001458096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2258331,"about_ca_topic_score_gemma":0.4174007,"domain_scores_codex":[0.9996676,0.0001066467,0.00001284181,0.00006118022,0.00004485189,0.0001068945],"domain_scores_gemma":[0.9990982,0.0002597498,0.000213149,0.00004972625,0.0001702339,0.0002089795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002138654,0.0001262037,0.9562624,0.0002422537,0.000306782,0.0007782624,0.006946543,0.002285184,0.004593722,0.00166864,0.001368659,0.02328276],"study_design_scores_gemma":[0.000005829311,0.00009386343,0.9972407,0.00001452498,0.00001816541,0.00002250878,0.0009553712,0.00006725822,0.000144949,0.00003390349,0.001398452,0.000004513164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976724,0.0003336922,0.00003506861,0.0001982105,0.000007940565,0.000003274771,0.0003637186,0.000003993418,0.001381704],"genre_scores_gemma":[0.995955,0.0002508941,0.00005843336,0.00001715766,0.000009789082,0.000009087989,0.0001846596,0.000002788891,0.003512339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2258331,"threshold_uncertainty_score":0.4490372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055718052620125,"score_gpt":0.2372241801903955,"score_spread":0.2166669996641943,"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."}}