{"id":"W7071828285","doi":"","title":"THE TYPE Ia SUPERNOVA RATE IN RADIO AND INFRARED GALAXIES FROM THE CANADA-FRANCE-HAWAII TELESCOPE SUPERNOVA LEGACY SURVEY","year":2010,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supernova; Infrared; Galaxy; Star formation; Luminous infrared galaxy; Radio galaxy; Telescope; Infrared telescope","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":[],"consensus_categories":[],"category_scores_codex":[0.00142,0.0002082232,0.0002482845,0.0001462407,0.001059342,0.00007645253,0.00152566,0.0001482446,0.00007199276],"category_scores_gemma":[0.0006231451,0.000185849,0.0000712186,0.0005451371,0.001336412,0.00006583105,0.001211272,0.001054212,0.00000253979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006447719,"about_ca_system_score_gemma":0.001072542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2470704,"about_ca_topic_score_gemma":0.8338696,"domain_scores_codex":[0.9977273,0.0007134185,0.0001664853,0.000379864,0.0004318334,0.0005810817],"domain_scores_gemma":[0.9978321,0.0007699897,0.0001105241,0.0007410061,0.0003601572,0.0001862341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001382931,0.00005920229,0.9653745,0.00003915754,0.0001846571,0.00006473907,0.001389834,0.00005518373,0.009992884,0.001388308,0.0169872,0.003081444],"study_design_scores_gemma":[0.0008478746,0.0001551208,0.6591313,0.0000175908,0.00000960751,0.000004934005,0.004466264,0.0005856057,0.0001393402,0.00009392988,0.3343787,0.0001696788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991138,0.0001148861,0.000209261,0.00111418,0.0001344918,0.0003501114,0.0003056626,0.0000108822,0.006622463],"genre_scores_gemma":[0.9918191,0.002060288,0.001105663,0.00003415463,0.00005457228,1.857405e-7,0.0004104412,0.00001904008,0.004496494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5867993,"threshold_uncertainty_score":0.8147712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268915346318356,"score_gpt":0.2403000888437126,"score_spread":0.2276109353805291,"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."}}