{"id":"W6986215977","doi":"","title":"Origin Of Red Sequence Barred Spiral Galaxies","year":2022,"lang":"en","type":"article","venue":"UND Scholarly Commons (University of North Dakota)","topic":"Human Resources and Workforce","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bulge; Barred spiral galaxy; Spiral galaxy; Galaxy; Spiral (railway); Ellipse; Bar (unit); Lenticular galaxy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005486637,0.00009636901,0.0002351411,0.0001937836,0.002148811,0.00005831892,0.001035576,0.00004821189,0.001408993],"category_scores_gemma":[0.00005906645,0.000130167,0.0001452407,0.0007823906,0.0006113946,0.0007424343,0.0003621639,0.000399503,0.00001276848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001467931,"about_ca_system_score_gemma":0.0002242001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007198123,"about_ca_topic_score_gemma":0.02115498,"domain_scores_codex":[0.9983609,0.0003696693,0.0001460158,0.0002094649,0.0006405815,0.000273407],"domain_scores_gemma":[0.9990773,0.00009638986,0.0002109385,0.0003253422,0.0001470501,0.0001429887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007108742,0.00009330202,0.9713463,0.00001305558,0.00006095845,0.00003516976,0.01208928,0.0002208847,0.00007445121,0.01160616,0.002362818,0.002026568],"study_design_scores_gemma":[0.0004682987,0.0001599036,0.6764181,0.000016051,0.00005086041,0.000001195575,0.01102512,0.00006464737,0.000004357935,0.0003774386,0.3112249,0.0001890663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768563,0.0001232964,0.00004272358,0.0009523869,0.00009590364,0.0001544687,0.00008000009,0.00004881125,0.02164612],"genre_scores_gemma":[0.993912,0.00003070047,0.0003612864,0.00002081883,0.00002544062,3.684252e-7,0.00002229918,0.000007091214,0.005620036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3088621,"threshold_uncertainty_score":0.9995039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05327532733769944,"score_gpt":0.2743208104356927,"score_spread":0.2210454830979933,"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."}}