{"id":"W6948239381","doi":"10.48550/arxiv.astro-ph/0410474","title":"A Genetic Algorithm-Based Exploration of Three Filament Models: A Case for the Magnetic Support of the G11.11-0.12 Infrared-Dark Cloud","year":2004,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Environmental Monitoring and Data Management","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Magnetic field; Polarization (electrochemistry); Protein filament; Magnetic structure; Cloud computing; Magnetic cloud","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002249863,0.0002150276,0.0002127607,0.00007827758,0.0001677629,0.0000290269,0.0006703636,0.0001095278,0.0001345759],"category_scores_gemma":[0.0000105189,0.0001601405,0.0001902417,0.0001519465,0.000227135,0.0001680146,0.0002155338,0.0001665969,0.000006824845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004190271,"about_ca_system_score_gemma":0.0001145392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004079408,"about_ca_topic_score_gemma":0.001989226,"domain_scores_codex":[0.9988521,0.00007004759,0.0002622862,0.0004428533,0.0001571152,0.0002155382],"domain_scores_gemma":[0.9985975,0.0001334465,0.0003029779,0.000869435,0.00003132365,0.00006530893],"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":[0.00004548038,0.00005559269,0.01247963,0.000136788,0.00005507141,0.00007942416,0.0001187099,0.9838035,0.0000013512,0.0002197338,0.0001325608,0.002872189],"study_design_scores_gemma":[0.001058558,0.0004402981,0.0362858,0.000133483,0.0005684269,0.0000102546,0.0007212854,0.9280039,0.0001205289,0.03184222,0.0004678098,0.0003474154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5376772,0.0004219276,0.455942,0.0001332443,0.001152723,0.002037555,0.001727389,0.00003633173,0.0008716903],"genre_scores_gemma":[0.9970942,0.0001763386,0.002230174,0.00004386749,0.00006638913,0.000003161294,0.0001297444,0.00000740797,0.000248768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.459417,"threshold_uncertainty_score":0.653034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08829475808085231,"score_gpt":0.1749300607248238,"score_spread":0.08663530264397147,"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."}}