{"id":"W2314352771","doi":"10.1093/mnras/stu2552","title":"A particle-based model for ablation and wake formation in faint meteors","year":2014,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; National Aeronautics and Space Administration","keywords":"Meteoroid; Meteor (satellite); Physics; Wake; Atmosphere (unit); Astrophysics; Astronomy; Meteorology; Mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004775333,0.0006206962,0.0009511151,0.0004834936,0.001057305,0.001356877,0.002825626,0.002068094,0.003343221],"category_scores_gemma":[0.001286673,0.0006949562,0.001195021,0.0005149303,0.0009188382,0.00127227,0.0009336255,0.001207725,0.0005846839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109468,"about_ca_system_score_gemma":0.00137656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02921229,"about_ca_topic_score_gemma":0.01167385,"domain_scores_codex":[0.9998748,0.00002851839,0.000008669908,0.0000272237,0.00002974309,0.0000309615],"domain_scores_gemma":[0.9994825,0.0002317052,0.00006795464,0.00003157627,0.00008619216,0.0001001252],"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":[0.0000217684,0.00001575998,0.000527002,0.00001097945,0.00001244015,0.00005437552,0.0000250541,0.9951755,0.0004246579,0.003008578,0.000170995,0.0005529086],"study_design_scores_gemma":[0.00001911545,0.000008458969,0.0001104842,0.000001534936,0.000003802164,0.00000868485,0.0000045503,0.9985785,0.00004028327,0.0009897472,0.0002306013,0.000004304351],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.386887,0.0007894158,0.5884795,0.001177999,0.0003385062,0.0002365194,0.001928629,0.001048823,0.01911356],"genre_scores_gemma":[0.9386772,0.0004697805,0.04234863,0.0001561157,0.0001707569,0.0003836578,0.0008622751,0.0002307526,0.01670086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02921229,"threshold_uncertainty_score":0.05808455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0097335165623515,"score_gpt":0.1970329164547119,"score_spread":0.1872993998923604,"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."}}