{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001411078,0.00006223909,0.00007716045,0.00008499919,0.000269183,0.0001704634,0.0003780305,0.00001448598,0.00002036887],"category_scores_gemma":[0.000003326113,0.00005900793,0.00002036556,0.0003819334,0.00001284425,0.0001779327,0.0006464849,0.0000736853,0.000001418137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009466937,"about_ca_system_score_gemma":0.00002329106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007748167,"about_ca_topic_score_gemma":0.000006463087,"domain_scores_codex":[0.9993975,0.00003441081,0.00009162015,0.0002102038,0.0001538878,0.000112411],"domain_scores_gemma":[0.9996409,0.00002778407,0.00003612575,0.0002368862,0.00001067739,0.00004759836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001250221,0.0001853437,0.4980071,0.00003690156,0.00002946557,0.00003503713,0.001154114,0.00025244,0.0001229945,0.4355924,0.008863186,0.05570847],"study_design_scores_gemma":[0.000544743,0.0002345436,0.02142658,0.00001134845,0.000004239393,0.00003825657,0.00001053942,0.751247,0.0005938503,0.04441027,0.1811724,0.0003062071],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.245836,0.0008057742,0.7506025,0.0007831241,0.0002816531,0.000200908,0.000007116856,0.000825824,0.0006570712],"genre_scores_gemma":[0.9966869,0.00002904816,0.002365059,0.0006692079,0.00002553766,0.00002047953,0.000003006445,0.000005490559,0.0001952883],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7509946,"threshold_uncertainty_score":0.2406273,"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."}}