{"id":"W1661139690","doi":"10.1007/10899892_53","title":"Systematic Variations in Bulge and Disk Parameters","year":2006,"lang":"en","type":"book-chapter","venue":"ESO astrophysics symposia","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bulge; Astrophysics; Galaxy; Physics; Spiral galaxy; Scale (ratio); Thin disk; Sky; Astronomy","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":[0.0009186512,0.000330768,0.0003381528,0.001316683,0.0002895678,0.0005400098,0.0004320969,0.0004822341,0.001286859],"category_scores_gemma":[0.003097247,0.000490628,0.0005968482,0.001722117,0.0004000932,0.0005208188,0.0007368104,0.0003607063,0.0006245176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002952644,"about_ca_system_score_gemma":0.000179107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003298018,"about_ca_topic_score_gemma":0.008116647,"domain_scores_codex":[0.9995344,0.00009128034,0.0000216723,0.000215949,0.00007426781,0.00006253195],"domain_scores_gemma":[0.9974294,0.0008959048,0.000591511,0.0006523324,0.0002919775,0.0001388008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002743314,0.00002935302,0.9426926,0.00008098062,0.0005898389,0.0001552064,0.0003563028,0.002060639,0.02817128,0.0006688947,0.001859564,0.02306091],"study_design_scores_gemma":[0.000002835432,0.00001386626,0.9978749,0.000004928006,0.00004071394,0.0000657621,0.00001769674,0.0005418225,0.0007553415,0.0001437671,0.0005318185,0.000006560665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986802,0.002925321,0.003301762,0.0001247522,0.00006015785,0.00001312882,0.002862357,0.0003990035,0.0035114],"genre_scores_gemma":[0.9951931,0.0003447603,0.0007121999,0.00005007075,0.00003908111,0.00001031318,0.002032585,0.0001402127,0.001477711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003298018,"threshold_uncertainty_score":0.006557643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006484005149165421,"score_gpt":0.2166774058592033,"score_spread":0.2101934007100378,"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."}}