{"id":"W3102899065","doi":"10.1051/0004-6361/201628134/pdf","title":"A reproducible method to determine the meteoroid mass index","year":2016,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":33,"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; Context (archaeology); Flux (metallurgy); Astrobiology; Environmental science; Physics; Geology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005147494,0.0001839137,0.0002555236,0.0002397046,0.0001300502,0.00001634388,0.000875812,0.00008492828,0.0001663925],"category_scores_gemma":[0.00006315413,0.0001047943,0.00008631287,0.0005977476,0.0002752782,0.0002028102,0.0002372383,0.0002151952,0.0001292328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001446184,"about_ca_system_score_gemma":0.00007482526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001468694,"about_ca_topic_score_gemma":0.00001589195,"domain_scores_codex":[0.9986201,0.00002067892,0.0003050567,0.0005255017,0.0001716222,0.0003570612],"domain_scores_gemma":[0.9985808,0.00004377252,0.0001499296,0.001088474,0.00006407152,0.00007298175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002105463,0.00003028749,0.18428,0.000006611798,0.00006790878,0.000003640784,0.00003644471,0.0002149452,0.1812765,0.02579991,0.0002463993,0.6080163],"study_design_scores_gemma":[0.0008405242,0.0002866879,0.04591848,0.0001727899,0.0000670213,0.00001177563,0.00009418993,0.0003495164,0.4673064,0.01362252,0.470747,0.0005831191],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5478833,0.00006240774,0.4334763,0.01111805,0.0006485461,0.000450763,0.00004613715,0.0001647466,0.006149669],"genre_scores_gemma":[0.8760154,0.000002330108,0.1229073,0.00006213229,0.0002267293,0.00002890317,0.000002034034,0.00001005761,0.0007451077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6074331,"threshold_uncertainty_score":0.4273389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495627820182806,"score_gpt":0.2476263532812906,"score_spread":0.2326700750794625,"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."}}