{"id":"W3192305547","doi":"10.3847/psj/ac0ea0","title":"Ultra-short-period Planets in K2. III. Neighbors are Common with 13 New Multiplanet Systems and 10 Newly Validated Planets in Campaigns 0–8 and 10","year":2021,"lang":"en","type":"article","venue":"The Planetary Science Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Science Mission Directorate; University of California, Santa Barbara; Space Telescope Science Institute; National Aeronautics and Space Administration; California Institute of Technology; University of Texas at Austin; W. M. Keck Foundation; National Science Foundation","keywords":"Planet; Photometry (optics); Physics; Orbital period; RADIUS; Astrophysics; Astronomy; Stars; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.0005957221,0.0003642374,0.0005636177,0.0002126343,0.0004880509,0.0004586482,0.0003859174,0.00006991596,0.0003493855],"category_scores_gemma":[0.00001790554,0.0002460922,0.00002447782,0.0004428035,0.0003737489,0.0003621965,0.0000625069,0.00064749,0.00001692768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003254226,"about_ca_system_score_gemma":0.0004138507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005521668,"about_ca_topic_score_gemma":0.004053009,"domain_scores_codex":[0.9976537,0.0001607613,0.0004953942,0.0004728597,0.0005404232,0.0006768282],"domain_scores_gemma":[0.9987402,0.0003337759,0.0002247963,0.0002917361,0.00005247712,0.0003570286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002103723,0.00005807008,0.9885311,0.00001791675,0.0000618485,0.0004095288,0.001591677,0.005667843,0.00006760249,0.00001297941,0.001734792,0.001636334],"study_design_scores_gemma":[0.001728548,0.0002043165,0.9811602,0.0002857666,0.00007243021,0.003049223,0.006577296,0.004038231,0.00006606837,0.00007135963,0.002307515,0.0004390088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886038,0.002813227,0.00001537481,0.000271297,0.0003519673,0.0002955722,0.0001066682,0.00001701349,0.007525078],"genre_scores_gemma":[0.9986027,0.0001865606,0.000118147,0.0001047424,0.0002478982,0.000002879849,0.0003219843,0.00001341272,0.0004016873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009998887,"threshold_uncertainty_score":0.9999991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657505268674193,"score_gpt":0.2255222843405153,"score_spread":0.2089472316537734,"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."}}