{"id":"W3099772389","doi":"","title":"","year":2018,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"","keywords":"Physics; Astrophysics; Submillimeter Array; Galaxy; Millimeter; Luminosity; Luminous infrared galaxy; Astronomy; Star formation","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002670533,0.0005802292,0.0005372688,0.0005961749,0.0007342104,0.0001843325,0.001027555,0.0001188985,0.003543444],"category_scores_gemma":[0.000006029833,0.0006408654,0.0002489873,0.001105448,0.0004566449,0.002016159,0.0006967828,0.0003549813,0.002535203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002264916,"about_ca_system_score_gemma":0.0001055358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003484721,"about_ca_topic_score_gemma":0.0001701493,"domain_scores_codex":[0.9967402,0.0002100702,0.0005347193,0.0009269305,0.0004455212,0.001142612],"domain_scores_gemma":[0.9974265,0.00006317013,0.0003973873,0.001195893,0.0004732486,0.0004438139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002049227,0.0001929774,0.9842394,0.000020415,0.0001899029,7.68368e-7,0.003506304,3.209745e-7,0.0002610811,0.01070026,0.0002301006,0.0004535227],"study_design_scores_gemma":[0.002779898,0.0001701908,0.9773931,0.00005144135,0.00007138257,0.00001276364,0.003487788,0.0005193055,0.001080107,0.0009620555,0.01278421,0.0006877414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689707,0.000004096089,0.008622422,0.0002509006,0.0004900739,0.0004522112,0.00005094735,0.0001595736,0.02099908],"genre_scores_gemma":[0.9852464,0.000001168144,0.001178365,0.0000313573,0.001216536,0.000004472726,0.00007435653,0.00005310631,0.0121942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01627575,"threshold_uncertainty_score":0.9996043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031078527616191,"score_gpt":0.1913835226095611,"score_spread":0.1810727373333992,"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."}}