{"id":"W2104529676","doi":"10.7202/705481ar","title":"Analyse de sensibilité du modèle CEQÉROSS","year":2005,"lang":"fr","type":"article","venue":"Revue des sciences de l eau","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Physics; Humanities; Geography; Art","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":[0.001145037,0.001365181,0.0008971274,0.0007351534,0.000708862,0.001588851,0.001162628,0.001298253,0.0059664],"category_scores_gemma":[0.006392344,0.0007291107,0.001188858,0.000661635,0.0004733746,0.0009624317,0.0008523039,0.001138453,0.001112233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001860336,"about_ca_system_score_gemma":0.001522689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07840782,"about_ca_topic_score_gemma":0.03898204,"domain_scores_codex":[0.9992443,0.0001547049,0.00004079335,0.0001751513,0.0003030517,0.00008200109],"domain_scores_gemma":[0.9974169,0.00136826,0.0001297123,0.0002074098,0.000837724,0.00003994404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000148928,0.00004101099,0.006879047,0.0001374825,0.00008893797,0.00005819372,0.0001081973,0.9721684,0.008552711,0.0006433231,0.0004077339,0.01076609],"study_design_scores_gemma":[0.00001546605,0.00009155215,0.005132614,0.00003221424,0.00004141039,0.00002752115,0.00006805733,0.9796968,0.01247892,0.0004641554,0.001920033,0.00003118246],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7323579,0.0007242933,0.2353027,0.0008317783,0.0002028544,0.0004322438,0.003361405,0.004362781,0.02242404],"genre_scores_gemma":[0.9712723,0.0002925188,0.0199046,0.0001271642,0.00001082756,0.0002260611,0.001381282,0.0003132322,0.006472039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07840782,"threshold_uncertainty_score":0.1559029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1151448244020537,"score_gpt":0.291643415019525,"score_spread":0.1764985906174713,"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."}}