{"id":"W6910247449","doi":"10.4224/23002359","title":"Growing galaxies","year":2017,"lang":"en","type":"article","venue":"NPARC","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003982137,0.0005060958,0.001061587,0.003092293,0.003395687,0.006659345,0.001981438,0.002986354,0.3662927],"category_scores_gemma":[0.02900006,0.0005223231,0.0006967102,0.001273173,0.00123236,0.002755832,0.003291246,0.002516823,0.2364108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002019447,"about_ca_system_score_gemma":0.006979572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002764241,"about_ca_topic_score_gemma":0.008890456,"domain_scores_codex":[0.9944742,0.0005711179,0.0002560768,0.0006848135,0.003421726,0.000592032],"domain_scores_gemma":[0.9338439,0.003470281,0.001475772,0.00793769,0.04251055,0.01076171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000044309,0.00002060511,0.001073186,0.0002565694,0.00001164239,0.0001460084,0.00008916212,0.0000430243,0.0008547396,0.002764678,0.940529,0.0541671],"study_design_scores_gemma":[0.00001834878,0.0000178452,0.003766005,0.00009106551,0.000009511814,0.0001542698,0.0001274469,0.0001482206,0.0004796899,0.001229457,0.9939445,0.00001352489],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01407927,0.00482567,0.003276253,0.06579795,0.136893,0.001177419,0.009855197,0.004149222,0.7599459],"genre_scores_gemma":[0.02471802,0.001935821,0.001392916,0.0042017,0.01484361,0.0002218013,0.005568425,0.001176793,0.945941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3662927,"threshold_uncertainty_score":0.9039065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168803309508188,"score_gpt":0.2293606830153577,"score_spread":0.2176726499202758,"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."}}