{"id":"W1999305129","doi":"10.1007/s11207-014-0509-7","title":"Deterministically Driven Avalanche Models of Solar Flares","year":2014,"lang":"en","type":"article","venue":"Solar Physics","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Solar flare; Flare; Population; Coronal mass ejection; Extreme ultraviolet lithography; Event (particle physics); Interpretation (philosophy); Solar physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00132666,0.0008006686,0.001684648,0.0009389574,0.0009642026,0.002275173,0.003380149,0.00329965,0.00683759],"category_scores_gemma":[0.006166522,0.0010033,0.001205679,0.0008702248,0.001845347,0.003011653,0.001426447,0.002185406,0.0004658785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002290159,"about_ca_system_score_gemma":0.001260735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01779433,"about_ca_topic_score_gemma":0.01086242,"domain_scores_codex":[0.9996367,0.0001170399,0.00001953269,0.00005889093,0.00005507701,0.0001128093],"domain_scores_gemma":[0.9973491,0.001615436,0.0003018769,0.0001369419,0.0002763223,0.0003202825],"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":[0.00007738038,0.00004140084,0.0007526554,0.00003457606,0.00003283351,0.0001028483,0.00006340103,0.893983,0.0004143456,0.1024378,0.001127902,0.0009319491],"study_design_scores_gemma":[0.00002157738,0.000006589011,0.0001194032,0.000003600564,0.000005758636,0.00001150981,0.00001104246,0.9766897,0.00002947329,0.02294735,0.0001462012,0.000007832746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6680734,0.003272784,0.2554109,0.007413525,0.0008319461,0.0001485038,0.002652953,0.000854066,0.06134208],"genre_scores_gemma":[0.9835063,0.0004637045,0.002275396,0.0001675596,0.0001169704,0.00005243965,0.0002806883,0.00007180691,0.01306508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01779433,"threshold_uncertainty_score":0.03538156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009964427004284376,"score_gpt":0.2224958250754193,"score_spread":0.2125313980711349,"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."}}