{"id":"W1966560464","doi":"10.1088/0004-637x/778/1/78","title":"PLANETARY POPULATIONS IN THE MASS-PERIOD DIAGRAM: A STATISTICAL TREATMENT OF EXOPLANET FORMATION AND THE ROLE OF PLANET TRAPS","year":2013,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Exoplanet; Planet; Physics; Planetary migration; Astrophysics; Gas giant; Population; Accretion (finance); Planetary system; Planetary mass; Astrobiology; 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":[0.00009936282,0.000116991,0.0002397295,0.00002445001,0.0001937511,0.0000572753,0.0001390712,0.00001229011,0.00006089891],"category_scores_gemma":[0.000002035087,0.00004885714,0.00005903603,0.00006709401,0.0002344085,0.0001392133,0.00001515282,0.0001494886,0.000008714141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008053981,"about_ca_system_score_gemma":0.00001486118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004492271,"about_ca_topic_score_gemma":0.000004881552,"domain_scores_codex":[0.9990602,0.0001660844,0.0003481393,0.0000581047,0.0002106084,0.0001569173],"domain_scores_gemma":[0.999403,0.0001861794,0.0002142278,0.0001332262,0.00003116903,0.0000322235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005847978,0.0009067965,0.02042917,0.00001815755,0.0004771417,0.000003666841,0.02418868,0.003754923,0.001976406,0.5470569,0.001059769,0.3995436],"study_design_scores_gemma":[0.006938909,0.001494782,0.5517989,0.00004323037,0.0003756041,0.0000647022,0.03743444,0.07398497,0.0002274693,0.3251358,0.002151344,0.000349775],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981793,0.0001063361,0.01641431,0.0005741805,0.00003297286,0.0003727757,0.000287732,0.00000266981,0.0004159747],"genre_scores_gemma":[0.9988984,0.00001413634,0.0007667882,0.00001083376,0.0001503884,0.00002641914,0.0001248328,0.000004256574,0.000003949836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5313697,"threshold_uncertainty_score":0.1992337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273202713068787,"score_gpt":0.231957849409543,"score_spread":0.2192258222788551,"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."}}