{"id":"W4392589700","doi":"10.5194/egusphere-egu24-795","title":"Assessing meteorological fire danger over Europe based on a statistical model of satellite-derived fire radiative power","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Military Defense Systems Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Satellite; Radiative transfer; Environmental science; Meteorology; Fire detection; Climatology; Remote sensing; Geography; Architectural engineering; Aerospace engineering; Geology; Engineering; 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":[0.002383012,0.0005483294,0.0004702879,0.0008564962,0.0002234317,0.0009478764,0.0007461876,0.0005529784,0.0004478425],"category_scores_gemma":[0.00374177,0.0003461386,0.0009539792,0.0008734934,0.0006150898,0.0006181897,0.0005605173,0.0004193508,0.000144993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009700643,"about_ca_system_score_gemma":0.0007160246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02517043,"about_ca_topic_score_gemma":0.01390747,"domain_scores_codex":[0.9994072,0.0002132719,0.00003079528,0.0002072275,0.00007124724,0.00007040974],"domain_scores_gemma":[0.998151,0.001060244,0.0004025791,0.000168731,0.0001561292,0.00006139244],"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":[0.00006302088,0.00005704436,0.07317975,0.00001483685,0.0001171179,0.00009192285,0.00006195225,0.9168569,0.0008212136,0.002545717,0.0001962349,0.005994228],"study_design_scores_gemma":[0.000006626142,0.00004610692,0.03420058,0.000005330539,0.00001907496,0.00004404096,0.0000275874,0.964232,0.0001863498,0.0009857235,0.000234498,0.00001197803],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408094,0.0001196655,0.05729186,0.00007380707,0.000006991763,0.00003768964,0.0005755819,0.0001117185,0.0009733368],"genre_scores_gemma":[0.991761,0.0001043915,0.006915477,0.0000151773,0.00001016647,0.00004328626,0.0006576779,0.00001269392,0.0004801185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02517043,"threshold_uncertainty_score":0.05004787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584465303534824,"score_gpt":0.2662042758027772,"score_spread":0.2403596227674289,"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."}}