{"id":"W6903956803","doi":"10.13140/rg.2.2.26369.16481","title":"Ensamble de cartografía global de cobertura de la tierra para una aproximación nacional Ensamble clases Definición Muestras estables","year":2025,"lang":"es","type":"article","venue":"","topic":"Soil Science and Environmental Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Indigenous; Metis; Context (archaeology); Colonialism; Identity (music)","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":[0.00227034,0.0005276828,0.0004570067,0.003239402,0.0004550764,0.001699771,0.0005243844,0.0003310649,0.006882565],"category_scores_gemma":[0.00242971,0.0002354508,0.0006615824,0.005408052,0.0002766027,0.001410086,0.001082359,0.0005798225,0.0007479079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002177922,"about_ca_system_score_gemma":0.002642672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1149408,"about_ca_topic_score_gemma":0.1691972,"domain_scores_codex":[0.9993715,0.0002176232,0.00005322899,0.0001144171,0.0001533734,0.00008987958],"domain_scores_gemma":[0.9982342,0.000297528,0.0001911362,0.0003400324,0.0008157039,0.0001214292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007010802,0.0001819287,0.313024,0.001080944,0.0005327581,0.0003723135,0.003606022,0.03580245,0.007172245,0.04943158,0.04691483,0.54118],"study_design_scores_gemma":[0.00006246748,0.0001524586,0.5273455,0.0007718381,0.0003188338,0.0002699855,0.005356893,0.0426729,0.003477358,0.01360879,0.4058641,0.0000988537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5299308,0.007547582,0.1500321,0.007672385,0.0007641784,0.0007311262,0.0984277,0.006384393,0.1985096],"genre_scores_gemma":[0.7742035,0.003641447,0.1743635,0.0002688996,0.0001626252,0.0004968072,0.02211233,0.0004209931,0.02432988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1149408,"threshold_uncertainty_score":0.2285435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398351016432722,"score_gpt":0.2853661839404503,"score_spread":0.2713826737761231,"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."}}