{"id":"W7081432352","doi":"","title":"How Geographic Information Systems Can Help Roosevelt Campobello International Park With Climate Mitigation and Adaptation Procedures","year":2025,"lang":"en","type":"article","venue":"DigitalCommons (California Polytechnic State University)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geographic information system; Climate change; Land cover; National park; Flooding (psychology); Wetland; Land use; Climate change mitigation; Global warming","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":[0.009561069,0.0008234449,0.0005292454,0.006109477,0.002145118,0.01120407,0.002278432,0.001617913,0.04336874],"category_scores_gemma":[0.03189,0.0008220717,0.0009239876,0.007776322,0.001387033,0.01543968,0.004306561,0.002340496,0.01716745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002853847,"about_ca_system_score_gemma":0.006029769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05686969,"about_ca_topic_score_gemma":0.07103159,"domain_scores_codex":[0.9952071,0.001920371,0.0005200085,0.0006202886,0.001390367,0.0003418537],"domain_scores_gemma":[0.9846842,0.004701925,0.0009460952,0.00322986,0.005482511,0.0009553815],"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":[0.00004592013,0.0001346143,0.006200416,0.0002839712,0.00005144577,0.000182861,0.002803065,0.003159457,0.000545032,0.05548561,0.5427253,0.3883825],"study_design_scores_gemma":[0.00002987144,0.00002836918,0.003834231,0.0004196766,0.00003812517,0.0001207356,0.00387022,0.005170244,0.0006267357,0.05039448,0.9353832,0.00008405038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01409463,0.002502628,0.3795588,0.1517208,0.002880722,0.001702744,0.02411713,0.02556258,0.39786],"genre_scores_gemma":[0.1049299,0.00468402,0.8002108,0.00696701,0.0008377794,0.001074318,0.02528591,0.004435731,0.05157441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9431303,"threshold_uncertainty_score":0.1450828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006644888269558808,"score_gpt":0.1751502444840933,"score_spread":0.1685053562145345,"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."}}