{"id":"W3159878974","doi":"10.1093/mnras/stab1430","title":"MaNGA galaxy properties – I. An extensive optical, mid-infrared photometric, and environmental catalogue","year":2021,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation, United Arab Emirates; National Aeronautics and Space Administration","keywords":"Physics; Galaxy; Astrophysics; Astronomy; Infrared","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005260372,0.0007699112,0.000502275,0.01051054,0.0006241677,0.00103922,0.0006094601,0.0002197216,0.007296009],"category_scores_gemma":[0.001345126,0.000404603,0.0006502471,0.006202371,0.0002811859,0.0007560999,0.001220165,0.0003341406,0.008407871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005132933,"about_ca_system_score_gemma":0.0005129402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01010517,"about_ca_topic_score_gemma":0.01169795,"domain_scores_codex":[0.9994556,0.00004203402,0.00007389016,0.0001305317,0.0001918904,0.0001059441],"domain_scores_gemma":[0.9976957,0.0002184473,0.0007154059,0.0006904198,0.0003600748,0.0003198151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000226066,0.0001453027,0.8174027,0.0006932714,0.0002587421,0.0004485254,0.001313303,0.001372818,0.0220608,0.001761399,0.03448658,0.1198305],"study_design_scores_gemma":[0.000007047111,0.00003022535,0.9479811,0.00004287625,0.00002718102,0.0002720531,0.0001323469,0.0003219705,0.000800366,0.0002163621,0.05015206,0.00001650939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6902391,0.002734067,0.002650304,0.0001546172,0.00003102401,0.0003095224,0.2689835,0.00174406,0.03315382],"genre_scores_gemma":[0.5395332,0.001962645,0.01290849,0.00013213,0.0001315506,0.0005001669,0.4332067,0.0007905941,0.01083455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01051054,"threshold_uncertainty_score":0.02440757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008465138066953481,"score_gpt":0.184838727115844,"score_spread":0.1763735890488905,"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."}}