{"id":"W1659909309","doi":"10.71781/17208","title":"A new avalanche model for solar flares","year":2008,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Montréal","keywords":"Solar flare; Physics; Astronomy; Environmental science; Meteorology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0004342193,0.0004879522,0.001051464,0.0005876346,0.0009068733,0.001756417,0.002289962,0.001779011,0.01323155],"category_scores_gemma":[0.001276547,0.0003807601,0.001071203,0.0006820133,0.0007107821,0.003108726,0.0008150351,0.001460613,0.0009328817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011612,"about_ca_system_score_gemma":0.0009396577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009623045,"about_ca_topic_score_gemma":0.008410249,"domain_scores_codex":[0.9999105,0.00001923093,0.000003990299,0.00001315435,0.00003114319,0.00002207031],"domain_scores_gemma":[0.999724,0.00008790717,0.00002426666,0.000023524,0.00007424416,0.00006600515],"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":[0.00005969365,0.00008058985,0.00059691,0.0001170267,0.00005547624,0.0003274558,0.0001220919,0.5030427,0.00220971,0.4708011,0.01268948,0.009897768],"study_design_scores_gemma":[0.00002204286,0.000008201408,0.00009070183,0.000007681494,0.000006637771,0.00004390783,0.00001369823,0.9263467,0.0000799729,0.07060542,0.002766556,0.000008422243],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1159869,0.007954207,0.6789387,0.007921893,0.002100808,0.0002392295,0.001536245,0.0009620668,0.1843599],"genre_scores_gemma":[0.8163882,0.003630634,0.04077861,0.0008604569,0.000757918,0.0002530463,0.0006462692,0.000449417,0.1362355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01323155,"threshold_uncertainty_score":0.04426396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02909893149848303,"score_gpt":0.3075028535324766,"score_spread":0.2784039220339936,"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."}}