{"id":"W3217068778","doi":"10.22201/ia.14052059p.2021.53.27","title":"TAOS II: THE ROBOTIC OPERATIONS","year":2021,"lang":"en","type":"article","venue":"Revista Mexicana de Astronomía y Astrofísica Serie de Conferencias","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Occultation; Computer science; Aperture (computer memory); Remote sensing; Calibration; Physics; Computer graphics (images); Artificial intelligence; Computer vision; Geology; Astronomy; Acoustics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006576837,0.001076721,0.0004844314,0.001222827,0.001075661,0.001685539,0.001530051,0.000548283,0.03114544],"category_scores_gemma":[0.0009717775,0.0004600199,0.0006835431,0.001096776,0.0007021965,0.00124482,0.002664413,0.0009819224,0.01736449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008307893,"about_ca_system_score_gemma":0.002021295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008432324,"about_ca_topic_score_gemma":0.004559383,"domain_scores_codex":[0.9992989,0.00006840978,0.00003818002,0.0001804165,0.0002861239,0.0001278009],"domain_scores_gemma":[0.9995252,0.00003831072,0.00004105729,0.0001952998,0.0001152104,0.00008491924],"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":[0.001166561,0.0001999315,0.009102409,0.0006089914,0.00009875974,0.0007166833,0.001303377,0.01298152,0.06866018,0.05000527,0.2206492,0.6345072],"study_design_scores_gemma":[0.0001091958,0.0003101078,0.009582939,0.0001032674,0.00003096015,0.0004986428,0.000278368,0.02419589,0.01317892,0.006888043,0.9447552,0.00006843713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05074575,0.001067936,0.643685,0.00117527,0.001187912,0.001998324,0.02331129,0.07050326,0.2063253],"genre_scores_gemma":[0.2150622,0.0009985446,0.5937431,0.0004637596,0.0007078938,0.002795708,0.05173898,0.006826443,0.1276633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03114544,"threshold_uncertainty_score":0.1041918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127357998351061,"score_gpt":0.2323272414581439,"score_spread":0.2195914416230378,"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."}}