{"id":"W2086647582","doi":"10.1016/j.icarus.2013.04.025","title":"The Canadian Automated Meteor Observatory (CAMO): System overview","year":2013,"lang":"en","type":"article","venue":"Icarus","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Aeronautics and Space Administration","keywords":"Meteoroid; Meteor (satellite); Asteroid; Observatory; Remote sensing; Near-Earth object; Astronomy; Physics; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001326465,0.00009348157,0.00009622691,0.00001665268,0.0004433239,0.0001509053,0.0003002947,0.00002306542,0.0004239868],"category_scores_gemma":[0.000001716275,0.00006096514,0.00004523085,0.0001209547,0.00005007587,0.0001290356,0.00001886633,0.00009127086,0.001445689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003958625,"about_ca_system_score_gemma":0.000176646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4537262,"about_ca_topic_score_gemma":0.03438522,"domain_scores_codex":[0.9992334,0.00004901217,0.0001262598,0.0001360502,0.0001291653,0.0003260992],"domain_scores_gemma":[0.9993796,0.00005906925,0.00004673517,0.0002615763,0.00003875998,0.0002142859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005846212,0.0000356493,0.4910152,0.00006191048,0.0002920244,0.00002149858,0.0006030333,0.0004543265,0.0008633796,0.1625728,0.1932665,0.1508078],"study_design_scores_gemma":[0.0001955298,0.00003019598,0.7339377,0.00004464869,0.00002861539,0.000003413291,0.0009525382,0.04774952,0.00009588878,0.0002184787,0.2164381,0.0003053759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8850356,0.001069558,0.00005998485,0.001016151,0.001013276,0.0006667091,0.0001606281,0.0003284732,0.1106496],"genre_scores_gemma":[0.9986573,0.000001263267,0.0001369076,0.0001030108,0.0001032838,0.00002474286,0.00002643431,0.000005766311,0.0009412987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.419341,"threshold_uncertainty_score":0.9993318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154760117902131,"score_gpt":0.2119492615898595,"score_spread":0.1964732497996464,"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."}}