{"id":"W2528825495","doi":"10.3847/1538-3881/153/1/4","title":"CONSTRAINTS ON COMET 332P/IKEYA-MURAKAMI","year":2016,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Comet; Physics; Astrophysics; Confusion; Sky; Astronomy; Population; Astrometry; RADIUS; Stars; Demography","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":[0.0008187988,0.0005598742,0.0007779559,0.001362039,0.001044137,0.001248465,0.0008457538,0.0008708278,0.004322338],"category_scores_gemma":[0.002880403,0.0004650734,0.0007899668,0.0008251078,0.0006589922,0.0008836986,0.001518564,0.0004757214,0.001182339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220255,"about_ca_system_score_gemma":0.0003978725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02310449,"about_ca_topic_score_gemma":0.0279679,"domain_scores_codex":[0.9995006,0.00004372565,0.00002681789,0.0001685479,0.0001356001,0.0001246891],"domain_scores_gemma":[0.9964491,0.00103915,0.0008598291,0.0003370217,0.0004571446,0.0008578878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00138443,0.0001208086,0.8431762,0.0003459068,0.000250955,0.002875034,0.0006377966,0.007591886,0.1272405,0.003364692,0.003542482,0.00946934],"study_design_scores_gemma":[0.00003634207,0.0001755283,0.9753119,0.00004470142,0.00007758545,0.0009984612,0.0005516296,0.004757286,0.008568902,0.0009007003,0.008535275,0.00004162643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897726,0.0005502222,0.001288461,0.0001728988,0.00002035959,0.00002464081,0.001947803,0.00008395132,0.006139056],"genre_scores_gemma":[0.9956676,0.0001259316,0.0008704776,0.0001000375,0.00002057099,0.00001943147,0.002827735,0.00002474194,0.0003434887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02310449,"threshold_uncertainty_score":0.04593998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025244488528045,"score_gpt":0.2135007502222608,"score_spread":0.2032483053369803,"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."}}