{"id":"W1967116105","doi":"10.1109/igarss.2014.6947267","title":"Forest fires, sunglint, and a solar eclipse: Responsive remote sensing with AeroCube-4","year":2014,"lang":"en","type":"article","venue":"","topic":"Fire Detection and Safety Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CubeSat; Remote sensing; Solar eclipse; Spacecraft; Eclipse; Environmental science; Computer science; Meteorology; Geography; Aerospace engineering; Engineering; Satellite; Astronomy; Physics","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":[0.0002972809,0.0002721069,0.0002015686,0.0003429088,0.0003635105,0.0004741514,0.0004710325,0.0002273967,0.0005721549],"category_scores_gemma":[0.0001948954,0.0001309434,0.0001692096,0.0004637555,0.0003423001,0.0004142658,0.0005399858,0.0004609672,0.0000968509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006926084,"about_ca_system_score_gemma":0.0004318404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03345376,"about_ca_topic_score_gemma":0.1247837,"domain_scores_codex":[0.9997812,0.00002309754,0.000003630501,0.00004731503,0.000101638,0.0000431202],"domain_scores_gemma":[0.9999163,0.00001436091,0.00001058477,0.0000111983,0.00002486568,0.00002260077],"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":[0.001969635,0.0005651345,0.1035806,0.0001767632,0.0002817645,0.001116269,0.001183272,0.03278515,0.7213627,0.001286031,0.00577167,0.129921],"study_design_scores_gemma":[0.0002822979,0.0009706128,0.5447985,0.00005643432,0.0001914859,0.001320479,0.002254304,0.177713,0.2530199,0.001229887,0.01795309,0.0002099803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895374,0.0002491502,0.003950752,0.000161514,0.00002422141,0.00004903257,0.0005448585,0.0001844335,0.005298689],"genre_scores_gemma":[0.9790182,0.0001939253,0.01812441,0.0001085419,0.0000190717,0.00003108197,0.001138818,0.00004469955,0.001321221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03345376,"threshold_uncertainty_score":0.06651807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004471554463479133,"score_gpt":0.1703820493429226,"score_spread":0.1659104948794435,"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."}}