{"id":"W161790301","doi":"10.7202/005652ar","title":"Le ravin des sables (Hautes-Alpes, France) : une nouvelle source de risque dans la vallée de la Clarée","year":2002,"lang":"fr","type":"article","venue":"Géographie physique et Quaternaire","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000356604,0.0002855931,0.00031907,0.0009817474,0.001504282,0.001768986,0.0002856957,0.0004778593,0.002678345],"category_scores_gemma":[0.0006514094,0.0002621324,0.0001894078,0.0008997498,0.0008403014,0.0004070262,0.0006909322,0.0004354739,0.0003028816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002011359,"about_ca_system_score_gemma":0.00130777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3058088,"about_ca_topic_score_gemma":0.5232772,"domain_scores_codex":[0.9997514,0.00003104815,0.000006733358,0.00006137681,0.00009797357,0.00005155194],"domain_scores_gemma":[0.9996471,0.00009497542,0.0001117516,0.00001422901,0.0001020328,0.00002981576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006604647,0.00007489722,0.7683514,0.0008014868,0.0001719494,0.002458998,0.02323269,0.005890625,0.06218493,0.001687328,0.001344945,0.1331402],"study_design_scores_gemma":[0.000007341177,0.0000638648,0.983508,0.00006102337,0.00001689739,0.0002099801,0.002726961,0.0006206468,0.00143613,0.00006442599,0.01126737,0.00001746074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898316,0.001126527,0.000539718,0.0001537066,0.000006202213,0.00001713925,0.0002941965,0.00007404875,0.007956865],"genre_scores_gemma":[0.9944977,0.0003660951,0.0006463477,0.00003393082,0.000004797969,0.00001002674,0.0001955793,0.0000155399,0.004229983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3058088,"threshold_uncertainty_score":0.6080575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036801913925851,"score_gpt":0.2163992707585179,"score_spread":0.2060312516192594,"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."}}