{"id":"W1964845718","doi":"10.1088/0004-6256/140/5/1254","title":"MID-INFRARED EVIDENCE FOR ACCELERATED EVOLUTION IN COMPACT GROUP GALAXIES","year":2010,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Galaxy; Galaxy group; Elliptical galaxy; Peculiar galaxy; Compact group; Galaxy merger; Luminous infrared galaxy; Brightest cluster galaxy","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":[0.0007569281,0.0001919161,0.000226788,0.0001113972,0.0003876474,0.0002188355,0.0004788608,0.00004825887,0.0005169963],"category_scores_gemma":[0.00005052776,0.0001460022,0.000157288,0.0001481856,0.0001363187,0.0008362098,0.00004720227,0.0006764301,0.00005981299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930394,"about_ca_system_score_gemma":0.0001732871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001144572,"about_ca_topic_score_gemma":0.00002687761,"domain_scores_codex":[0.9985735,0.0001025763,0.000530546,0.0001690152,0.0001612681,0.0004630522],"domain_scores_gemma":[0.9989352,0.0002460164,0.0002972058,0.0002564811,0.0001192246,0.0001458257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001239792,0.00007312492,0.9911699,0.000002825634,0.00003474846,3.311033e-9,0.0002980217,0.0003773634,0.003662736,0.003369615,0.0007627702,0.0001248929],"study_design_scores_gemma":[0.0009797793,0.00006671559,0.9844576,0.00002959565,0.00002023109,0.000005308822,0.0003507261,0.004453246,0.0003151373,0.009056874,0.0001135972,0.0001511531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993876,0.00003400348,0.004628286,0.0005285772,0.0005144546,0.0003150558,0.000009677803,0.00002194802,0.00007203447],"genre_scores_gemma":[0.9976943,0.000001107094,0.001088784,0.000001428748,0.001054466,0.00002380252,0.00002034027,0.00001935447,0.00009646384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006712283,"threshold_uncertainty_score":0.5953799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739095390604685,"score_gpt":0.2710981134353395,"score_spread":0.2437071595292927,"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."}}