{"id":"W7110200184","doi":"10.5751/es-16690-300442","title":"Assessing the distance effects on motivations of emergency volunteers responding to wildfire events in protected areas","year":2025,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jilin Office of Philosophy and Social Science; Basic and Applied Basic Research Foundation of Guangdong Province; China Postdoctoral Science Foundation; Chongqing University; National Natural Science Foundation of China; Strong","keywords":"Perspective (graphical); Resilience (materials science); Emergency management; Psychological resilience; Emergency response; Event (particle physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001516097,0.0002337022,0.0001527034,0.0005427307,0.000743717,0.0006496509,0.000201814,0.0002704142,0.00140699],"category_scores_gemma":[0.005797742,0.0001073639,0.0003264968,0.0002783485,0.0005264146,0.000432347,0.001021781,0.0004677706,0.0001022195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004573061,"about_ca_system_score_gemma":0.0008222618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002733011,"about_ca_topic_score_gemma":0.0100557,"domain_scores_codex":[0.9992853,0.0003554259,0.00004333762,0.00006715027,0.00009249671,0.0001564085],"domain_scores_gemma":[0.996564,0.001381153,0.0009235859,0.000137286,0.0003204797,0.0006735873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000177876,0.0002293612,0.962491,0.00007547217,0.0000444732,0.0001302511,0.01191274,0.0001940325,0.0007378551,0.0003323262,0.0003148473,0.02335962],"study_design_scores_gemma":[0.000006890616,0.0001429351,0.9778951,0.00003340173,0.00001821915,0.0000485157,0.02036967,0.0004413089,0.0001482311,0.0002103763,0.0006712342,0.00001412054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994571,0.00001937894,0.0000868971,0.00003746262,0.0000035969,0.000008001654,0.0000161006,7.952998e-7,0.0003708351],"genre_scores_gemma":[0.9996029,0.00002538256,0.0001560448,0.00001606947,0.000002225862,0.00001881224,0.00002931188,6.009436e-7,0.0001486047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002733011,"threshold_uncertainty_score":0.008018017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185284373736796,"score_gpt":0.3285265199460731,"score_spread":0.3166736762087052,"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."}}