{"id":"W2016096905","doi":"10.1088/0004-637x/794/2/159","title":"A STATISTICAL ANALYSIS OF SEEDS AND OTHER HIGH-CONTRAST EXOPLANET SURVEYS: MASSIVE PLANETS OR LOW-MASS BROWN DWARFS?","year":2014,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Brown dwarf; Physics; Exoplanet; Planet; Stars; Astrophysics; Pleiades; Sky; Astronomy","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":[],"consensus_categories":[],"category_scores_codex":[0.0004064534,0.0002466668,0.0006582658,0.00008975094,0.0002093832,0.00009160934,0.0002215782,0.0000373619,0.0007547296],"category_scores_gemma":[0.00003293939,0.0001416848,0.0001236731,0.0002222515,0.0002829869,0.00005982712,0.00004507412,0.0003607276,0.00002506566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001059295,"about_ca_system_score_gemma":0.00003664744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004250944,"about_ca_topic_score_gemma":0.00002203082,"domain_scores_codex":[0.9981739,0.0005080958,0.0003802796,0.0002163116,0.0003466014,0.0003748255],"domain_scores_gemma":[0.9978825,0.00137014,0.0002830272,0.0002160185,0.00007094674,0.0001773328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004531397,0.0002234577,0.9665594,0.00001589077,0.005100952,0.00001903809,0.0004272201,0.002182008,0.0006562621,0.009111462,0.00095726,0.01429398],"study_design_scores_gemma":[0.0009407043,0.0003179436,0.99052,0.00002206394,0.001477025,0.00001057977,0.0001767616,0.004786782,0.0001125032,0.001223987,0.0002144951,0.0001971735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8014631,0.00004058596,0.1960108,0.0001796034,0.0001969999,0.0001288185,0.0003264272,0.00001283795,0.001640792],"genre_scores_gemma":[0.9979389,0.00000675851,0.001036588,0.00006878773,0.0007720509,0.000002932331,0.0000707496,0.00001660832,0.00008659153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1964758,"threshold_uncertainty_score":0.826376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009642403679176232,"score_gpt":0.2251708305172566,"score_spread":0.2155284268380803,"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."}}