{"id":"W4403087854","doi":"10.1117/12.3028175","title":"Wildfire detection employing an imaging spectrometer with a digital focal plane array","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Detection Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spectrometer; Imaging spectrometer; Cardinal point; Focal Plane Arrays; Plane (geometry); Optics; Remote sensing; Physics; Computer science; Geology; Mathematics","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":[0.0004754376,0.0004636467,0.0003356137,0.0006972752,0.0003750373,0.0007037444,0.0008568199,0.0008704853,0.001156504],"category_scores_gemma":[0.0004644295,0.0003948637,0.0003510719,0.0005691813,0.0003892742,0.001227379,0.0006334396,0.0004355708,0.0003672669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008168194,"about_ca_system_score_gemma":0.0005575519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001712416,"about_ca_topic_score_gemma":0.003754482,"domain_scores_codex":[0.9996583,0.0000329702,0.00001478959,0.0001057191,0.0001587759,0.0000294146],"domain_scores_gemma":[0.9997135,0.00006967047,0.00006248628,0.00003344174,0.00009468805,0.00002624775],"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":[0.0002741163,0.00009889996,0.00611478,0.0001147039,0.00004110213,0.0001179191,0.00006318054,0.001644346,0.9242806,0.002315999,0.0009412756,0.06399303],"study_design_scores_gemma":[0.0000541865,0.0004449779,0.0069567,0.00002540051,0.00005568474,0.0009036064,0.0001213058,0.0499781,0.9304742,0.0007176647,0.01019601,0.0000722049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5779545,0.002163614,0.3978236,0.0007544697,0.0001883458,0.0002273524,0.0006927603,0.003241858,0.0169534],"genre_scores_gemma":[0.5827808,0.0008292951,0.4107839,0.0003578947,0.00006720839,0.00008947059,0.0002894929,0.00004901649,0.004752992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001712416,"threshold_uncertainty_score":0.00592649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081088597535756,"score_gpt":0.235230020321326,"score_spread":0.2244191343459684,"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."}}