{"id":"W2995345435","doi":"","title":"Minor Planet Observations [H21 Astronomical Research Observatory, Westfield]","year":2010,"lang":"en","type":"article","venue":"Mathematics of Program Construction","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Minor planet; Observatory; Astronomy; Astrobiology; Computer science; Physics","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":[0.0002718161,0.000128623,0.00018497,0.0001160446,0.00009633376,0.00006120586,0.0001780452,0.0001413077,0.0001713437],"category_scores_gemma":[0.00004805669,0.000134678,0.00004686444,0.0002043574,0.0002438089,0.0002605281,0.00003295807,0.0004115488,0.00003436538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003737603,"about_ca_system_score_gemma":0.00003755345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004084487,"about_ca_topic_score_gemma":0.00005600663,"domain_scores_codex":[0.9989126,0.00001800483,0.0004740002,0.0001446473,0.000197883,0.0002528383],"domain_scores_gemma":[0.9993163,0.0001102093,0.00008215719,0.0002925383,0.0001169585,0.00008185329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003182984,0.001097917,0.1459329,0.0008879156,0.0002966831,0.000001130631,0.00123281,0.004676269,0.184944,0.2805397,0.005506875,0.374852],"study_design_scores_gemma":[0.002535023,0.0008157894,0.3039057,0.000203204,0.0001718107,0.00005334145,0.005488636,0.5545248,0.05498562,0.02399384,0.05196487,0.001357336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948097,0.000007695109,0.003016985,0.00006530459,0.0004995244,0.0004505486,0.00003576751,0.0001968066,0.0009176605],"genre_scores_gemma":[0.6186068,0.000002673373,0.3810745,0.000001901967,0.000094792,0.00008621905,0.00009987277,0.00001848995,0.0000147234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5498486,"threshold_uncertainty_score":0.5492008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06287805944800164,"score_gpt":0.3019459787932139,"score_spread":0.2390679193452123,"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."}}