{"id":"W4394520536","doi":"10.6084/m9.figshare.17056145","title":"Contrasting Stratospheric Smoke Mass and Lifetime from 2017 Canadian and 2019/2020 Australian Megafires: Global Simulations and Satellite Observations","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Satellite; Smoke; Environmental science; Meteorology; Atmospheric sciences; Climatology; Geography; Geology; Physics; Astronomy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002862847,0.0003344688,0.0003076408,0.000001556168,0.0003849779,0.0003273937,0.0002121396,0.0003371395,0.08692168],"category_scores_gemma":[0.0002394884,0.0003518738,0.00003520872,0.0002021868,0.00006837571,0.0002088927,0.000217364,0.0002582325,0.0001800221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001466037,"about_ca_system_score_gemma":0.0001348885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.126026,"about_ca_topic_score_gemma":0.2252643,"domain_scores_codex":[0.9984435,0.00004552396,0.000270425,0.0006265979,0.0002167375,0.0003972013],"domain_scores_gemma":[0.9987953,0.0001295012,0.0001572751,0.0003383565,0.00001931092,0.0005602903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001376721,0.00000712017,0.01335542,0.00003282476,0.00003176596,0.00006078206,0.00001962606,0.0000982292,0.000008855951,3.091435e-7,0.9858112,0.0005725084],"study_design_scores_gemma":[0.0001362766,0.00001446807,0.3311129,0.0002852886,0.0000485444,0.000007050206,0.00005599712,0.0003496249,6.896549e-7,0.00002180878,0.6676761,0.0002913064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.007031051,0.001837816,3.918705e-7,0.0002769738,0.00005262,0.00025604,0.9903935,0.00001794412,0.0001336202],"genre_scores_gemma":[0.006489925,0.0002660814,0.000544921,0.0003728977,0.00011008,0.00002365439,0.9919339,0.00001599764,0.0002425124],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3181351,"threshold_uncertainty_score":0.9998933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03144376709048015,"score_gpt":0.249107497242025,"score_spread":0.2176637301515449,"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."}}