{"id":"W2991561024","doi":"10.1093/mnras/stz3185","title":"The Smallest Scale of Hierarchy Survey (SSH). I. Survey Description.","year":2019,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Advanced Statistical Methods and Models","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planetary Science Division; Science Mission Directorate; Leibniz-Institut für Astrophysik Potsdam; Jet Propulsion Laboratory; Max-Planck-Institut für Astronomie; Gordon and Betty Moore Foundation; Queen's University Belfast; Queen's University; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Space Telescope Science Institute; ASTRON; Durham University; Istituto Nazionale di Astrofisica; Smithsonian Astrophysical Observatory; Arizona Board of Regents; Leibniz-Gemeinschaft; University of Notre Dame; Los Alamos National Laboratory; Johns Hopkins University; Ohio State University; Max-Planck-Gesellschaft; National Science Foundation; University of Minnesota; National Central University; Eötvös Loránd Tudományegyetem; California Institute of Technology; National Aeronautics and Space Administration; Smithsonian Institution","keywords":"Scale (ratio); Hierarchy; Survey research; Computer science; Mathematics; Geography; Psychology; Cartography; Political science; Applied psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004653612,0.0003781039,0.0002084132,0.002822158,0.0003324635,0.0003863797,0.0005261212,0.0001629446,0.01200191],"category_scores_gemma":[0.0008223589,0.0001738714,0.0001884767,0.003285559,0.0001602546,0.0002994804,0.0007371025,0.0001703312,0.005705236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006090709,"about_ca_system_score_gemma":0.001089745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0430969,"about_ca_topic_score_gemma":0.04709748,"domain_scores_codex":[0.9995584,0.00006607823,0.00003473693,0.0000887174,0.0001247434,0.0001272796],"domain_scores_gemma":[0.998921,0.00007106292,0.0002307426,0.0001544255,0.000312476,0.0003102199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003970942,0.000094331,0.6947625,0.0006297043,0.00006968406,0.0001808174,0.000514994,0.0007860389,0.009343648,0.002075738,0.1452029,0.1459426],"study_design_scores_gemma":[0.00003455891,0.00007268152,0.8797872,0.00004097176,0.00001395486,0.0001493447,0.0002529143,0.0003355747,0.0008849314,0.0002116062,0.1182039,0.00001247837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1800206,0.0007381384,0.004009117,0.0004512758,0.00005803414,0.001864544,0.7683182,0.001001743,0.04353835],"genre_scores_gemma":[0.2607435,0.0006259569,0.01548573,0.0003947693,0.000055674,0.002497289,0.7040325,0.0002317318,0.01593283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0430969,"threshold_uncertainty_score":0.08569211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0613893719085023,"score_gpt":0.311762046984901,"score_spread":0.2503726750763987,"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."}}