{"id":"W2123065663","doi":"10.1088/0004-6256/147/1/2","title":"THE SMALL NUMBERS OF LARGE KUIPER BELT OBJECTS","year":2013,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Luminosity; Brightness; Function (biology); Primary (astronomy); Luminosity function","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003939597,0.0001044291,0.0001224062,0.00001356914,0.0004207314,0.0001188156,0.0005775033,0.00001637293,0.001147276],"category_scores_gemma":[0.000005220747,0.00005185222,0.0001201137,0.00005156404,0.000155993,0.0001394958,0.00007312554,0.000365193,0.0002399279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000101163,"about_ca_system_score_gemma":0.00006985539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001597099,"about_ca_topic_score_gemma":0.00001055569,"domain_scores_codex":[0.9990541,0.00009076515,0.0002511726,0.0000937066,0.0001250314,0.0003851763],"domain_scores_gemma":[0.9992683,0.000191505,0.000167604,0.0002058336,0.00004045751,0.0001263245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007025726,0.0001590752,0.8941137,0.000002303037,0.000281103,7.881575e-7,0.001231122,0.002537502,0.003737707,0.009880873,0.01481274,0.07317285],"study_design_scores_gemma":[0.00101878,0.000156728,0.9728445,0.00002474017,0.00005486556,0.00002230944,0.005323545,0.003756028,0.001013589,0.00457859,0.01093403,0.0002722885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924043,0.00003898009,0.002667389,0.0007576278,0.0002147667,0.0001002492,0.00001153524,0.00000397754,0.003801215],"genre_scores_gemma":[0.9982592,0.000001117454,0.0007190583,0.00003534177,0.0004600972,0.000003253815,0.000004646116,0.000005836126,0.0005114673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07873083,"threshold_uncertainty_score":0.9997658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005058934691847329,"score_gpt":0.1960683530247835,"score_spread":0.1910094183329362,"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."}}