{"id":"W4291017155","doi":"10.3390/land11081288","title":"HexFire: A Flexible and Accessible Wildfire Simulator","year":2022,"lang":"en","type":"article","venue":"Land","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canmore Museum and Geoscience Centre","funders":"","keywords":"Simulation; Computer science; Environmental science","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":[0.0005720311,0.0005672573,0.0004307205,0.0003199754,0.000374482,0.0007047565,0.002010288,0.001117759,0.00875002],"category_scores_gemma":[0.001625387,0.0004388213,0.0007797075,0.000256728,0.0004135197,0.0009831528,0.001191842,0.001198314,0.001078185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004137701,"about_ca_system_score_gemma":0.0007050827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004244623,"about_ca_topic_score_gemma":0.00646428,"domain_scores_codex":[0.9998682,0.00003406574,0.00001258092,0.00002165507,0.00004369383,0.00001975767],"domain_scores_gemma":[0.9995358,0.0002398935,0.00002687821,0.00006653353,0.00006651191,0.00006435136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003757676,0.0002436332,0.006433649,0.0002614456,0.0001027602,0.0003262982,0.0003352613,0.9046427,0.009557783,0.01999481,0.02100938,0.03671646],"study_design_scores_gemma":[0.00008770341,0.00004012201,0.0004061097,0.00001597379,0.00001407091,0.00005183862,0.00002459542,0.9800686,0.002153241,0.005065541,0.0120526,0.00001963276],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1013259,0.0002780646,0.8388032,0.0005500797,0.0003763204,0.0004761388,0.00564388,0.02818326,0.02436303],"genre_scores_gemma":[0.672214,0.0005481978,0.3043209,0.0003333696,0.00005517897,0.0009960937,0.007336957,0.003096013,0.01109926],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00875002,"threshold_uncertainty_score":0.02927172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566670293516512,"score_gpt":0.2797582138785307,"score_spread":0.2640915109433656,"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."}}