{"id":"W4412633232","doi":"10.1007/s00550-025-00569-x","title":"Sustainability Nexus AID: wildfire","year":2025,"lang":"en","type":"article","venue":"Sustainability Nexus Forum","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"","keywords":"Nexus (standard); Sustainability; Environmental resource management; Environmental science; Business; Environmental planning; Computer science; Ecology; Biology","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":[0.007754602,0.0009992241,0.0005342066,0.001291002,0.002426123,0.004651177,0.001769088,0.01224998,0.08010296],"category_scores_gemma":[0.01510531,0.0003258465,0.0004131105,0.00103595,0.0009424171,0.003326362,0.00619225,0.006068519,0.01367802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001623947,"about_ca_system_score_gemma":0.01395682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007096234,"about_ca_topic_score_gemma":0.01208729,"domain_scores_codex":[0.9971046,0.0006399016,0.000103363,0.0001684503,0.00117432,0.0008093235],"domain_scores_gemma":[0.9917288,0.002017061,0.0005788393,0.0003568876,0.00195255,0.003365786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004506851,0.00007436992,0.0004161324,0.000081636,0.000006550413,0.00005178466,0.000048658,0.0002423808,0.00009971755,0.01528735,0.9516987,0.03194764],"study_design_scores_gemma":[0.00004300041,0.00002577193,0.001017283,0.00018351,0.000006590228,0.00005931981,0.0001821071,0.0004578536,0.000189195,0.009397827,0.9884266,0.00001079833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005910926,0.008029803,0.00515054,0.4405572,0.05228669,0.0003541858,0.008603924,0.001679484,0.4774273],"genre_scores_gemma":[0.1022441,0.008185674,0.01489201,0.1375912,0.01453465,0.001383529,0.01122456,0.0008934412,0.7090508],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08010296,"threshold_uncertainty_score":0.267971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004360299074692054,"score_gpt":0.2474182272688701,"score_spread":0.243057928194178,"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."}}