{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005531554,0.0006304022,0.0005730236,0.0001429965,0.001016382,0.0003937373,0.0009890699,0.0004714126,0.0003790013],"category_scores_gemma":[0.0001315898,0.0003123405,0.0003566491,0.0009258411,0.0005575441,0.0004957926,0.0009625731,0.0004614696,0.0004652725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002389763,"about_ca_system_score_gemma":0.0000185922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003577818,"about_ca_topic_score_gemma":0.007659418,"domain_scores_codex":[0.9967505,0.0002214073,0.0005319077,0.0008768656,0.0004452459,0.00117411],"domain_scores_gemma":[0.9989098,0.0002349337,0.0002199771,0.0003142366,0.0000985357,0.0002225089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001679332,0.001090923,0.6516911,0.000120725,0.000250877,0.0003512573,0.001527361,0.0001621946,0.04572814,0.002176713,0.01396157,0.2827712],"study_design_scores_gemma":[0.0007483572,0.0009127061,0.7559577,0.0001952064,0.0001728687,0.00003845494,0.001268383,0.0006648162,0.01515928,0.0006432004,0.2234354,0.0008036118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979512,0.00234964,0.00004442358,0.0152859,0.0002379122,0.0007291679,0.00003618688,0.0006169813,0.001187809],"genre_scores_gemma":[0.9876742,0.008407437,0.0008156177,0.0002946798,0.0009116952,0.0001043461,0.00004951137,0.00001064877,0.001731908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2819676,"threshold_uncertainty_score":0.9999329,"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."}}