{"id":"W1571209470","doi":"10.3989/egeol.05611-240","title":"Cartographie de l’érosion hydrique en zone montagneuse : cas du bassin versant des Aït Bou Goumez, Haut Atlas, Maroc","year":2005,"lang":"es","type":"article","venue":"Estudios Geológicos","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Geology; Geography; Forestry","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":[0.0001734398,0.0001706398,0.0001823953,0.001569537,0.0005334461,0.0007853112,0.0002258759,0.0002702059,0.001625227],"category_scores_gemma":[0.0001886717,0.0001271662,0.0002581629,0.001399422,0.0002987239,0.0001987599,0.0002893269,0.0002092916,0.0001988569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029232,"about_ca_system_score_gemma":0.0004329913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1782908,"about_ca_topic_score_gemma":0.3569514,"domain_scores_codex":[0.9998882,0.00001176045,0.00000286814,0.00002648247,0.00004733192,0.00002341315],"domain_scores_gemma":[0.9998883,0.00003022534,0.00001654554,0.000007697239,0.00003494453,0.00002230524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005631244,0.00007112237,0.8860277,0.0001230536,0.0001083976,0.001689567,0.004786335,0.006170507,0.04701799,0.0006252982,0.0009613675,0.05185556],"study_design_scores_gemma":[0.000002581849,0.00002107823,0.9954163,0.000006443063,0.000005987398,0.00007982474,0.0005018628,0.001196543,0.0006585344,0.00001761226,0.002087712,0.000005512032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950669,0.0001947345,0.0003814942,0.00003179417,0.000005224686,0.00001920892,0.0005129553,0.00003204225,0.003755627],"genre_scores_gemma":[0.996095,0.0001400946,0.001279565,0.00000786636,0.000005478641,0.00001625469,0.0003928865,0.000009040939,0.002053801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1782908,"threshold_uncertainty_score":0.3545061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008323946642233066,"score_gpt":0.2031970235127147,"score_spread":0.1948730768704816,"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."}}