{"id":"W4392532563","doi":"","title":"Hydrothermal functioning of the River-aquifer interface of the Avenelles watershed","year":2018,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquifer; Watershed; Interface (matter); Hydrology (agriculture); Hydrothermal circulation; Geology; Environmental science; Groundwater; Geotechnical engineering; Engineering; Computer science; Chemical engineering; Paleontology","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007210139,0.0004261954,0.0005355516,0.00002987048,0.0003674373,0.00005005874,0.001806394,0.0005167936,0.009060974],"category_scores_gemma":[0.00006644568,0.0002243999,0.0005875102,0.0002519221,0.002819028,0.0001021431,0.00313469,0.0008227201,0.0005751916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002398017,"about_ca_system_score_gemma":0.00006056344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01403563,"about_ca_topic_score_gemma":0.0004850005,"domain_scores_codex":[0.9970142,0.0004652857,0.0007026366,0.0005769104,0.0007252035,0.0005157426],"domain_scores_gemma":[0.9976975,0.0001230189,0.0006724965,0.001370341,0.00004245466,0.00009415543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007504884,0.001484732,0.329137,0.0009801267,0.002550488,0.00001344265,0.09068633,0.3552017,0.1785387,0.008580025,0.003026287,0.02905068],"study_design_scores_gemma":[0.001783254,0.0003783562,0.3569616,0.004541972,0.001102386,0.0001025926,0.004261687,0.01110077,0.5137712,0.009318947,0.09535601,0.001321208],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320118,0.000587178,0.0002798025,0.0007704453,0.002434647,0.000630456,0.00006996338,0.00002350607,0.06319219],"genre_scores_gemma":[0.9935339,0.0003520436,0.000172267,0.00007639508,0.00018453,0.00001481839,0.000003259547,0.00005444898,0.005608302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3441009,"threshold_uncertainty_score":0.9998947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203853612562719,"score_gpt":0.2257429384439957,"score_spread":0.2137044023183685,"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."}}