{"id":"W2951599786","doi":"10.1088/0067-0049/217/1/16","title":"PLANETARY CANDIDATES OBSERVED BY <i>KEPLER</i> . V. PLANET SAMPLE FROM Q1–Q12 (36 MONTHS)","year":2015,"lang":"en","type":"article","venue":"The Astrophysical Journal Supplement Series","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"Australian Research Council; Science Mission Directorate; National Aeronautics and Space Administration; California Institute of Technology; Danmarks Grundforskningsfond; National Research Foundation; National Astronomical Observatory of Japan; Stellar Astrophysics Centre","keywords":"Exoplanet; Planet; Kepler; Transit (satellite); False positive paradox; Astronomy; Physics; Stars; Astrophysics; Markov chain Monte Carlo; Monte Carlo method; Computer science; Mathematics; Statistics; Artificial intelligence; Engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001805464,0.0004172036,0.0005053394,0.00002631076,0.0005139829,0.0002492094,0.000532141,0.00003836038,0.002089122],"category_scores_gemma":[0.000015031,0.0002768316,0.0001251732,0.00009283118,0.0001836872,0.000333492,0.0001698008,0.0004866028,0.0001796295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004086573,"about_ca_system_score_gemma":0.00007785412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198743,"about_ca_topic_score_gemma":0.0002140413,"domain_scores_codex":[0.9977562,0.0001892355,0.0004838553,0.0003043832,0.0006059294,0.0006603496],"domain_scores_gemma":[0.9985224,0.0004320862,0.0002661324,0.000360512,0.00006650713,0.0003523829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007804599,0.0001850018,0.543272,0.000003979305,0.0007628403,0.00001715197,0.001001437,0.000293178,0.0002567975,0.0006759108,0.4510305,0.001720702],"study_design_scores_gemma":[0.006213032,0.00196351,0.2624556,0.00007015451,0.0009471164,0.00005623089,0.008726592,0.0005876226,0.003448183,0.06247564,0.6514528,0.001603485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9308939,0.002969377,0.01551146,0.01926758,0.003827159,0.001486931,0.02180415,0.000223122,0.0040163],"genre_scores_gemma":[0.9840485,0.00007221344,0.004804937,0.0002995266,0.002813649,0.00002253248,0.007594363,0.00003944851,0.0003047923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2808164,"threshold_uncertainty_score":0.9999684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942911886734843,"score_gpt":0.2181852210678671,"score_spread":0.1987561022005187,"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."}}