{"id":"W2063210825","doi":"10.1088/0004-637x/750/2/167","title":"CUMULATIVE OXYGEN ABUNDANCES OF SPIRAL GALAXIES","year":2012,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Abundance (ecology); Spiral (railway); Oxygen; Spiral galaxy; Galaxy; Chemical evolution; Astrophysics; Relative species abundance; Physics; Mathematics; Ecology; Biology; Mathematical analysis","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":[0.0001224637,0.0002029001,0.0001492452,0.001224931,0.000151198,0.0005210539,0.0002333805,0.0001633212,0.0006784326],"category_scores_gemma":[0.001092114,0.0001165059,0.0001381933,0.0004663888,0.0001947357,0.000339663,0.0003572266,0.0001077729,0.0002092984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004659187,"about_ca_system_score_gemma":0.0001009548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004709179,"about_ca_topic_score_gemma":0.003331529,"domain_scores_codex":[0.9999248,0.000004295226,0.000003819699,0.00003570438,0.00001724466,0.00001406161],"domain_scores_gemma":[0.9996297,0.00005879153,0.0001005157,0.00004935795,0.00009976238,0.00006188907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002251825,0.00001621328,0.8410172,0.00005511723,0.00008930836,0.0001936838,0.0003876013,0.01269679,0.09271128,0.005246003,0.0003204576,0.04704117],"study_design_scores_gemma":[0.000007765067,0.00007720869,0.9634158,0.0000113903,0.00005115286,0.0003252731,0.0001931041,0.0201804,0.008818073,0.004513075,0.002378511,0.00002832558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948695,0.0005154548,0.002005718,0.00002338647,0.000003768994,0.000002241521,0.0003170462,0.0000667672,0.002196179],"genre_scores_gemma":[0.9986676,0.0001351537,0.0005298612,0.000002972249,0.000005835514,0.000002047767,0.0002663006,0.000006782368,0.0003834791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004709179,"threshold_uncertainty_score":0.009363532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813345747858691,"score_gpt":0.26646894946024,"score_spread":0.2483354919816531,"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."}}