{"id":"W2014732313","doi":"10.1086/444498","title":"Infrared Properties of Star-forming Dwarf Galaxies. I. Dwarf Irregular Galaxies in the Local Volume","year":2005,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Physics; Astrophysics; Surface brightness; Galaxy; Astronomy; Star formation; Population; Dwarf galaxy; Stellar population; Stars; Flux (metallurgy)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104484,0.0002770656,0.0003496005,0.0001313252,0.000399038,0.0001630655,0.0008691692,0.00005175541,0.0004943986],"category_scores_gemma":[0.00001729571,0.0001682957,0.0002195291,0.0001912554,0.0004888827,0.0008158523,0.0001403637,0.000690781,0.00009699748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237892,"about_ca_system_score_gemma":0.0002399289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009761642,"about_ca_topic_score_gemma":0.00001624808,"domain_scores_codex":[0.9976752,0.0002491851,0.0009045139,0.0001773593,0.0004054063,0.0005883796],"domain_scores_gemma":[0.9988528,0.00005896623,0.0004342087,0.0004188847,0.0001241295,0.0001109328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008193844,0.0001351459,0.9881649,0.0000083131,0.0000813679,1.551201e-8,0.005188289,0.002607414,0.0001299573,0.00156633,0.0007326101,0.001303735],"study_design_scores_gemma":[0.0007724373,0.00007553089,0.981676,0.0000618614,0.00003426316,0.00001525911,0.005149473,0.008944254,0.0006063257,0.001566812,0.0009066253,0.0001911164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966612,0.0002409081,0.001326938,0.001160155,0.0001248631,0.0002657532,0.000007101568,0.00001661006,0.0001964417],"genre_scores_gemma":[0.9980035,0.000005997359,0.000744973,0.000003943361,0.0008419442,0.00002636252,0.000009323298,0.00002596886,0.000337997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006488842,"threshold_uncertainty_score":0.6862898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070925787412062,"score_gpt":0.2019522393728908,"score_spread":0.1912429814987702,"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."}}