{"id":"W2765919264","doi":"10.3847/1538-4365/aab4f9","title":"Planetary Candidates Observed by Kepler. VIII. A Fully Automated Catalog with Measured Completeness and Reliability Based on Data Release 25","year":2018,"lang":"en","type":"article","venue":"The Astrophysical Journal Supplement Series","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":422,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University","funders":"California Institute of Technology; National Aeronautics and Space Administration; Universities Space Research Association; National Science Foundation","keywords":"Exoplanet; Planet; Photometry (optics); Stars; Completeness (order theory); Sky; False positive paradox; Planetary system","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":[0.001032697,0.0004767805,0.0004449411,0.004009017,0.0003526468,0.001000738,0.0005261868,0.0002324044,0.00610712],"category_scores_gemma":[0.005070796,0.0003121369,0.0003249438,0.001963436,0.0001758247,0.0007239946,0.0007537571,0.0002200392,0.00529114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004811394,"about_ca_system_score_gemma":0.0006934766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007000348,"about_ca_topic_score_gemma":0.007287825,"domain_scores_codex":[0.9992374,0.00007996742,0.00009014744,0.0002539596,0.0002656901,0.00007282922],"domain_scores_gemma":[0.9955932,0.0007497903,0.0008362697,0.001611821,0.0009848892,0.000224086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001786534,0.0002218205,0.5803418,0.0005472348,0.0003304035,0.0005112516,0.0005116218,0.02909682,0.01497116,0.00458516,0.09617448,0.2709217],"study_design_scores_gemma":[0.0002376437,0.0004370878,0.7522984,0.0001034214,0.0001335195,0.001259777,0.0002807674,0.09346657,0.03572194,0.002174757,0.1137272,0.000158932],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6271743,0.0003303537,0.02503105,0.0001038446,0.00004801888,0.0006021322,0.2888623,0.02442437,0.03342368],"genre_scores_gemma":[0.5884442,0.0001175431,0.03119031,0.00004858534,0.00002515673,0.0002939612,0.370001,0.000865227,0.009013921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007000348,"threshold_uncertainty_score":0.02043039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096853108263357,"score_gpt":0.2341503103505947,"score_spread":0.2131817792679612,"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."}}