{"id":"W3015864300","doi":"10.1088/1757-899x/780/6/062036","title":"Design Essentials of Forest Aviation Fire Airport","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Aviation; Environmental resource management; Wildfire suppression; Transport engineering; Firefighting; Environmental science; Geography; Engineering; Cartography","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":[0.0002014421,0.0001001769,0.0001484752,0.00004823841,0.00005980433,0.0000919621,0.0001344306,0.00003476509,0.00003730889],"category_scores_gemma":[0.00007417628,0.0001032442,0.000009221887,0.0002326235,0.00007945439,0.0003966398,0.00003030985,0.00003207472,0.000005925159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001297181,"about_ca_system_score_gemma":0.00004981265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006696944,"about_ca_topic_score_gemma":5.215841e-7,"domain_scores_codex":[0.9993111,0.000004120533,0.0002189435,0.0001457918,0.0001651425,0.000154824],"domain_scores_gemma":[0.9996263,0.00001483322,0.00003324602,0.0001064414,0.0001317142,0.00008743364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003232563,0.000001547067,0.0000143091,0.00005919898,0.000002713586,2.420621e-7,0.0003451721,0.2412971,0.7557946,0.002077824,0.00001379382,0.0003902543],"study_design_scores_gemma":[0.0000715276,0.00002098941,0.001020839,0.00002303918,0.00000615226,0.00000208135,0.00005589836,0.393619,0.6048225,0.00009592951,0.0001482084,0.0001138139],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7949528,0.00002750058,0.204283,0.0001561835,0.0001545922,0.0001346561,0.000007238765,0.0001931666,0.00009094236],"genre_scores_gemma":[0.9955419,0.00007144157,0.004282638,0.00002092537,0.00004264496,0.00001956662,0.000004949741,0.00001164809,0.000004343596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2005891,"threshold_uncertainty_score":0.4210174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03345652866338399,"score_gpt":0.2269910462450507,"score_spread":0.1935345175816667,"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."}}