{"id":"W4400132452","doi":"10.3847/psj/ad0e6e","title":"Updated Catalog of Kepler Planet Candidates: Focus on Accuracy and Orbital Periods","year":2024,"lang":"en","type":"article","venue":"The Planetary Science Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University","funders":"Natural Sciences and Engineering Research Council of Canada; Science Mission Directorate","keywords":"Planet; Physics; Kepler; Ephemeris; Astronomy; Transit (satellite); Exoplanet; Kepler-47; Astrophysics; Orbit (dynamics); Orbital period; Stars; Planetary migration; Satellite","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000508526,0.0001632476,0.0001943872,0.0001244259,0.0004746385,0.0002409405,0.0003513882,0.00002025518,0.0006845564],"category_scores_gemma":[0.0000142976,0.00009419263,0.00003223239,0.0002215872,0.0005085435,0.0002760589,0.00005761515,0.0003621799,0.00008295036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001255263,"about_ca_system_score_gemma":0.0001640202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104138,"about_ca_topic_score_gemma":0.00003693924,"domain_scores_codex":[0.9988058,0.00003405592,0.0002481499,0.0002153618,0.0003696154,0.0003270775],"domain_scores_gemma":[0.9992551,0.0003269779,0.0000973393,0.0001738739,0.00002692541,0.000119778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001206679,0.00004471618,0.9605277,0.00001764355,0.0002481039,0.0001072284,0.002816743,0.0004134593,0.0002205582,0.0009090191,0.01994884,0.01462533],"study_design_scores_gemma":[0.0006156511,0.0005576102,0.9671791,0.0001425567,0.0002224528,0.001753774,0.001499892,0.006549225,0.0007532891,0.003641704,0.01661212,0.00047262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711696,0.001979069,0.00002407761,0.0008768558,0.0008834706,0.0001305089,0.0002484657,0.00002084112,0.02466713],"genre_scores_gemma":[0.9992657,0.0000799348,0.00005121843,0.00004780863,0.0003026082,7.926902e-7,0.0001463011,0.000006246201,0.00009940902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0280961,"threshold_uncertainty_score":0.7495413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138411386150331,"score_gpt":0.2419331025330181,"score_spread":0.2305489886715148,"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."}}