{"id":"W2124707817","doi":"10.1016/j.icarus.2008.01.014","title":"The Kuiper belt luminosity function from <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si1.gif\" overflow=\"scroll\"><mml:msub><mml:mi>m</mml:mi><mml:mi>R</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn>21</mml:mn></mml:math> to 26","year":2008,"lang":"lv","type":"article","venue":"Icarus","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":106,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Victoria; Herzberg Institute of Astrophysics","funders":"","keywords":"Physics; Astrophysics; Ecliptic; Luminosity; Luminosity function; Sky; Astronomy; Limiting; Solar wind; Galaxy","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001523208,0.001114388,0.0005124372,0.0003352747,0.003725612,0.0014044,0.002539889,0.00151739,0.03217764],"category_scores_gemma":[0.000401304,0.001697859,0.001707424,0.001171761,0.001598431,0.001563435,0.001585424,0.002019436,0.007904817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003320644,"about_ca_system_score_gemma":0.001455707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008226758,"about_ca_topic_score_gemma":0.001701908,"domain_scores_codex":[0.9901598,0.0004898001,0.001740468,0.002249888,0.002584147,0.002775877],"domain_scores_gemma":[0.9927532,0.001458638,0.001560087,0.002566679,0.0002165459,0.001444814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002846819,0.0007908886,0.001090012,0.0003695347,0.00269311,0.001227174,0.005061498,0.005018652,0.006027779,0.5930192,0.3656447,0.01621065],"study_design_scores_gemma":[0.005023028,0.004894541,0.006779073,0.001501183,0.003504868,0.001252272,0.005763139,0.07760404,0.8037382,0.002808216,0.08207265,0.005058822],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267777,0.001325682,0.001637858,0.0008689135,0.004069379,0.0001154687,0.001118563,0.0002715579,0.06381491],"genre_scores_gemma":[0.9889532,0.0005756834,0.001500774,0.001755849,0.003838198,0.0004598651,0.001837415,0.0004626258,0.0006163318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7977104,"threshold_uncertainty_score":0.9997789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154370097466743,"score_gpt":0.2172233115356376,"score_spread":0.2017863017889633,"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."}}