{"id":"W1629590096","doi":"10.18524/1810-4215.2005.18.98240","title":"GROUPINGS OF POPULATION I OBJECTS IN THE GALAXY","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Galaxy; Geography; Population; Astronomy; Computer science; Physics; Sociology; Demography","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":[0.0003966253,0.0001450085,0.0002809471,0.004372386,0.0006533453,0.001369777,0.0002200916,0.000250356,0.001756252],"category_scores_gemma":[0.002265356,0.0001386564,0.0002168893,0.002329372,0.0004563396,0.0005359294,0.0006676119,0.0002627634,0.0007773326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004830353,"about_ca_system_score_gemma":0.0002735401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0053745,"about_ca_topic_score_gemma":0.005530259,"domain_scores_codex":[0.9995342,0.00008005848,0.00003931073,0.0001682218,0.0001084027,0.0000697559],"domain_scores_gemma":[0.9984603,0.0002981124,0.0005634312,0.0002222099,0.0002814985,0.0001744592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001257592,0.00004678536,0.9624606,0.00003032314,0.00005611284,0.0001193131,0.002510089,0.0008937268,0.007785375,0.002278889,0.0005615441,0.02313164],"study_design_scores_gemma":[0.000002255822,0.00003950128,0.9967028,0.000006090871,0.00001236426,0.0001555061,0.0005364431,0.0007666602,0.000274564,0.000525887,0.0009706311,0.000007192229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919487,0.0002326183,0.001321448,0.00002507878,0.000004982427,0.00002235389,0.0006368314,0.00005018845,0.005757659],"genre_scores_gemma":[0.9963786,0.0001221284,0.001461828,0.000008494583,0.00001029534,0.00001391959,0.001261947,0.0000203831,0.0007222355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0053745,"threshold_uncertainty_score":0.0106864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1830817990739298,"score_gpt":0.5045160392294825,"score_spread":0.3214342401555528,"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."}}