{"id":"W2005851202","doi":"10.1088/0004-637x/801/2/143","title":"DOES THE PRESENCE OF PLANETS AFFECT THE FREQUENCY AND PROPERTIES OF EXTRASOLAR KUIPER BELTS? RESULTS FROM THE<i>HERSCHEL</i>DEBRIS AND DUNES SURVEYS","year":2015,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"Science and Technology Facilities Council","keywords":"Physics; Planet; Debris disk; Exoplanet; Stars; Planetary system; Metallicity; Debris; Astrophysics; Astronomy; Planetary migration; Astrobiology","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":[0.001274497,0.0001576772,0.0002099308,0.000009133511,0.0003423105,0.0001132181,0.0006094257,0.00002065816,0.00001353859],"category_scores_gemma":[0.00006588191,0.00004577347,0.00006317726,0.00009246202,0.000911264,0.0002022012,0.0001135432,0.0004244644,0.000003163181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002627067,"about_ca_system_score_gemma":0.00007368366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002368655,"about_ca_topic_score_gemma":0.00004928601,"domain_scores_codex":[0.9981014,0.0008347592,0.0002773491,0.0001640212,0.0003816496,0.0002408774],"domain_scores_gemma":[0.998332,0.0008800937,0.0002712533,0.0003400056,0.00008157721,0.00009506432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001469343,0.0003976623,0.530587,0.00002651398,0.0009482389,0.00001729002,0.04117819,0.002187863,0.305873,0.002420291,0.004309103,0.1105856],"study_design_scores_gemma":[0.0009593998,0.0003824887,0.979582,0.0001336796,0.0001300279,0.00002693428,0.006805018,0.001579894,0.006211064,0.003642917,0.0003569816,0.0001895667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962486,0.0004977978,0.0008526946,0.001835094,0.0001278393,0.0001725212,0.0001784224,0.000003507254,0.00008349879],"genre_scores_gemma":[0.9991845,0.00002444446,0.0002362481,0.0000292459,0.000465176,0.000002515514,0.000007056605,0.000006161803,0.00004458083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4489951,"threshold_uncertainty_score":0.3580713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981569006944515,"score_gpt":0.2115595714732343,"score_spread":0.1917438814037891,"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."}}