{"id":"W7112141663","doi":"","title":"Modelos de combustibles específicos para comunidades de matorral desarbolado y helechales en Galicia","year":2025,"lang":"es","type":"article","venue":"Buleria (Universidad de León)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Forest Service; Pacific Northwest Research Station; U.S. Forest Service; European Commission; Natural Resources Canada; U.S. Department of Agriculture","keywords":"Vegetation (pathology); Agrégation; MXenes","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009562572,0.0006546786,0.0007203219,0.0004191236,0.0006240309,0.0005198289,0.001482716,0.0006660824,0.0009954064],"category_scores_gemma":[0.0001255301,0.0008031464,0.0002748975,0.0009668349,0.000456479,0.0006843033,0.0006348821,0.0006646202,0.0009178044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003071639,"about_ca_system_score_gemma":0.000409547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006705625,"about_ca_topic_score_gemma":0.0007278998,"domain_scores_codex":[0.9957595,0.0009553325,0.0004372263,0.00084252,0.0004904419,0.001514909],"domain_scores_gemma":[0.9978483,0.0005230475,0.000266988,0.0008731918,0.00003607819,0.000452404],"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":[0.0008199621,0.001257324,0.4466054,0.001559438,0.000827093,0.001197416,0.007250153,0.01947387,0.3815861,0.09721652,0.0253996,0.01680717],"study_design_scores_gemma":[0.003418874,0.000452453,0.4518996,0.001813414,0.0005869431,0.0002310253,0.00586123,0.4700149,0.02496319,0.002578996,0.03621012,0.001969199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672315,0.0007288504,0.01982781,0.002142882,0.0003470085,0.001066766,0.00008965832,0.0003095047,0.008256067],"genre_scores_gemma":[0.9905868,0.000312755,0.005863676,0.0006919532,0.0001193751,0.0000434654,0.0000208963,0.00008465748,0.002276393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.450541,"threshold_uncertainty_score":0.9999178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008113599287412348,"score_gpt":0.2479341381128439,"score_spread":0.2398205388254316,"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."}}