{"id":"W4400249000","doi":"10.23967/isc.2024.276","title":"On The Wildfire-Induced Changes In The Properties Of A Vegetated Clayey Slope Cover","year":2024,"lang":"en","type":"article","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Environmental science; Clay soil; Geotechnical engineering; Soil science; Geology; Soil water; Engineering","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":[0.00009468844,0.000183375,0.0001223714,0.0003812999,0.00009025414,0.0002005111,0.00009489009,0.0000972853,0.001274031],"category_scores_gemma":[0.0002036047,0.0000777085,0.0001217492,0.0002665244,0.0001172465,0.0001227634,0.0001204182,0.0001224452,0.0002969231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547129,"about_ca_system_score_gemma":0.00009079703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002277341,"about_ca_topic_score_gemma":0.005169847,"domain_scores_codex":[0.9999422,0.000006416859,0.000003588827,0.00001402567,0.00002189491,0.00001184216],"domain_scores_gemma":[0.9997832,0.00004268699,0.00007126099,0.00001693216,0.000057194,0.00002869342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008891621,0.0002116799,0.520455,0.0001628811,0.0001005416,0.0005530798,0.0002852629,0.004475894,0.4427587,0.0001015437,0.0002088309,0.02979751],"study_design_scores_gemma":[0.000002318945,0.0001343318,0.9861085,0.000004089406,0.00001148319,0.00008486755,0.00006602845,0.001564511,0.01181437,0.00001416906,0.0001924656,0.000002827311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99913,0.00004238477,0.0001470746,0.00000218388,9.671742e-7,0.000002367276,0.0001166813,0.000004354113,0.0005541015],"genre_scores_gemma":[0.9994406,0.00004175842,0.00007635779,0.000002788376,0.000001080705,0.000001770583,0.0001639225,0.000002305146,0.0002693992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002277341,"threshold_uncertainty_score":0.004528105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926299745719523,"score_gpt":0.2119688842805539,"score_spread":0.1927058868233587,"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."}}