{"id":"W1891801008","doi":"10.3390/galaxies3040156","title":"Isolated Galaxies versus Interacting Pairs with MaNGA","year":2015,"lang":"en","type":"article","venue":"Galaxies","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Smithsonian Astrophysical Observatory; University of Colorado Boulder; Office of Science; Max-Planck-Institut für Astronomie; Ministério da Ciência, Tecnologia e Inovação; U.S. Department of Energy; Smithsonian Institution; National Natural Science Foundation of China; Chinese Academy of Sciences; University of Oxford; York University; Leibniz-Gemeinschaft; University of Notre Dame; Instituto de Astrofísica de Canarias; Carnegie Mellon University; Universidad Nacional Autónoma de México; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; Max-Planck-Institut für Astrophysik","keywords":"Physics; Astrophysics; Lenticular galaxy; Interacting galaxy; Galaxy; Galaxy merger; Barred spiral galaxy; Astronomy; Spiral galaxy; Irregular galaxy; Population; Peculiar galaxy; Galaxy formation and evolution; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001973536,0.000252091,0.0003029916,0.0009868442,0.0007630922,0.0007225936,0.0002792102,0.0001530165,0.001921163],"category_scores_gemma":[0.0006688579,0.0001214294,0.0001926583,0.0006087141,0.0003841657,0.0003252001,0.0009221648,0.000188321,0.0003624482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002918405,"about_ca_system_score_gemma":0.0001164245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003697695,"about_ca_topic_score_gemma":0.004332812,"domain_scores_codex":[0.9998068,0.00002645129,0.000007459065,0.00006580678,0.00002075287,0.00007271126],"domain_scores_gemma":[0.9990894,0.0001555552,0.0002290758,0.00008019467,0.00008809349,0.0003577678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003952108,0.00009416894,0.9622337,0.00004225979,0.0001085153,0.0008649615,0.001691736,0.0004269885,0.02418603,0.0009941002,0.0002178891,0.008744345],"study_design_scores_gemma":[0.000003514009,0.00007387733,0.9942232,0.000005840982,0.00004012246,0.0005431171,0.000956992,0.001286542,0.001559903,0.0003743919,0.0009252884,0.000007183346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982273,0.0001682529,0.0001713213,0.00001405931,0.000001919862,0.000002852234,0.00006803845,0.00001371139,0.001332701],"genre_scores_gemma":[0.9995433,0.00002371439,0.00009565461,0.000005284996,0.000002850272,0.000001887605,0.00008006562,0.000002674199,0.000244488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003697695,"threshold_uncertainty_score":0.007352352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900702296634008,"score_gpt":0.2312129375932999,"score_spread":0.2122059146269599,"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."}}