{"id":"W2623445106","doi":"","title":"Holocene fluvial dynamics of the middle Loire River (Val d'Orléans, France). Responses to climatic variability and anthropogenic impacts","year":2014,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Fluvial; Holocene; Physical geography; Geology; Geography; Oceanography; Environmental science; Hydrology (agriculture); Geomorphology; Geotechnical engineering","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":[0.000284397,0.0001114651,0.0001223588,0.0006464935,0.0003949898,0.0007099576,0.0003299853,0.0004386743,0.002160239],"category_scores_gemma":[0.0005316493,0.00008312162,0.0001686627,0.0004321655,0.0004232873,0.0002599142,0.0004411665,0.0001688906,0.0002493404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347732,"about_ca_system_score_gemma":0.0007613393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2758492,"about_ca_topic_score_gemma":0.4196215,"domain_scores_codex":[0.9998991,0.00001960903,0.000006936802,0.00002953554,0.00001130814,0.00003351475],"domain_scores_gemma":[0.9998235,0.00003261161,0.00004495238,0.00001067382,0.00004798893,0.00004025637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002088068,0.00008369556,0.9534728,0.00006326022,0.0001609792,0.000455938,0.00224127,0.002349506,0.004807901,0.001298804,0.001887727,0.03296928],"study_design_scores_gemma":[0.000002088602,0.000008795516,0.9983965,0.000007047789,0.000003569663,0.00002028676,0.0002293561,0.0002152966,0.00003781153,0.00002179973,0.001055356,0.000002236356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978729,0.0001965053,0.00004308899,0.0001165464,0.000002758193,0.000002337747,0.0004191992,0.000006007214,0.001340652],"genre_scores_gemma":[0.9984907,0.00009633199,0.00004841452,0.00002397652,0.000004224873,0.000003880421,0.0003178357,0.000002858761,0.001011831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2758492,"threshold_uncertainty_score":0.5484872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639985369546869,"score_gpt":0.2375446663932079,"score_spread":0.2211448126977392,"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."}}