{"id":"W4387561898","doi":"","title":"Saturn Rules!(?) Irregular moon populations","year":2022,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Saturn; Astrobiology; Rings of Saturn; Geology; Computer science; Environmental science; Astronomy; Physics; Planet","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001391222,0.000292838,0.0008666863,0.0004078977,0.002154796,0.003417486,0.001273448,0.001528851,0.07599977],"category_scores_gemma":[0.01007649,0.000469667,0.0007026778,0.000386253,0.001734983,0.005674418,0.00322907,0.002298279,0.008395227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130919,"about_ca_system_score_gemma":0.000626236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004526667,"about_ca_topic_score_gemma":0.005167344,"domain_scores_codex":[0.9992786,0.0001518783,0.00003244256,0.0002513954,0.0001361974,0.0001496],"domain_scores_gemma":[0.9969243,0.0009167513,0.0002079556,0.001086083,0.0003093481,0.0005555467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002319,0.00003853591,0.004034759,0.0001453942,0.00005300755,0.0003290826,0.0005532595,0.003740719,0.00128609,0.8442246,0.117932,0.02743061],"study_design_scores_gemma":[0.00006717076,0.0000255496,0.002664305,0.00005780683,0.0000220837,0.0003739324,0.0005535715,0.007388179,0.00101925,0.8496059,0.1381801,0.00004217646],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1694311,0.001636094,0.04287539,0.02226854,0.003932158,0.00007171859,0.0022576,0.00201275,0.7555147],"genre_scores_gemma":[0.8855383,0.0005806338,0.007463588,0.003236982,0.0008667047,0.00006074623,0.001084219,0.001747931,0.09942099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07599977,"threshold_uncertainty_score":0.2542446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613799208910592,"score_gpt":0.2272445172624158,"score_spread":0.2111065251733099,"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."}}