{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001487115,0.0002282645,0.0002724661,0.00003700904,0.0009976929,0.0002334023,0.0005699213,0.0002063829,0.001993464],"category_scores_gemma":[0.0001119087,0.0001168973,0.0002558639,0.001133533,0.002011867,0.0004321139,0.00005806964,0.0001894318,0.0003465552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766528,"about_ca_system_score_gemma":0.0001002487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003825361,"about_ca_topic_score_gemma":0.008506249,"domain_scores_codex":[0.9976103,0.0001910057,0.0003625107,0.0005838489,0.0003195711,0.0009327634],"domain_scores_gemma":[0.9990714,0.0002046892,0.0001018848,0.0001140484,0.00008744009,0.0004205609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005228367,0.0008415555,0.6205844,0.0001309828,0.00003928784,0.0001629118,0.004748633,0.03194088,0.1278307,0.01739949,0.005233764,0.1910351],"study_design_scores_gemma":[0.0005456997,0.001184863,0.4181605,0.0004213692,0.0001596015,0.0007149205,0.003489358,0.4413627,0.01268198,0.0103113,0.1098505,0.001117205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688354,0.004217937,0.0003656443,0.01893787,0.0004236122,0.0001393775,0.00002847212,0.00008085924,0.006970858],"genre_scores_gemma":[0.9778396,0.001179487,0.008958827,0.001959789,0.001209,0.000006189775,0.000008501535,0.000002274953,0.008836291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4094218,"threshold_uncertainty_score":0.9989188,"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."}}