{"id":"W4414865502","doi":"10.1017/s174392132400022x","title":"Survey of Planetary Nebulae in the Andromeda galaxy (M 31)","year":2023,"lang":"en","type":"article","venue":"Proceedings of the International Astronomical Union","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Planetary nebula; Andromeda; Stars; Galaxy; Substructure; Extinction (optical mineralogy); Andromeda Galaxy; Spectroscopy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002502769,0.000241906,0.0001443006,0.001641497,0.0003329605,0.000251382,0.0001841958,0.0001359543,0.001372954],"category_scores_gemma":[0.0003265248,0.00008543029,0.0001643985,0.0007317512,0.0001515688,0.0001550094,0.0006290234,0.0001135947,0.0005724994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002575444,"about_ca_system_score_gemma":0.0003090609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008869654,"about_ca_topic_score_gemma":0.01482403,"domain_scores_codex":[0.9998698,0.00002456542,0.000007206754,0.00003962638,0.00003164561,0.00002728538],"domain_scores_gemma":[0.9996738,0.00002879395,0.00008920039,0.00004804764,0.00003534967,0.0001246204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001267577,0.00004617064,0.9355092,0.0001001331,0.0001026374,0.000384525,0.0004654051,0.0005956478,0.02146253,0.0005192969,0.00136681,0.03932098],"study_design_scores_gemma":[0.000003476563,0.00003525471,0.9959742,0.00000738097,0.000006222084,0.0002163181,0.00005096396,0.0001459543,0.000403702,0.00003068526,0.003123028,0.00000270079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919392,0.0007481753,0.0002246534,0.0000576606,0.000002456707,0.00003086267,0.002775815,0.00006141212,0.004159789],"genre_scores_gemma":[0.993298,0.0003874192,0.00147265,0.00003653532,0.000008723794,0.00001705469,0.003905632,0.000009872964,0.0008640219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008869654,"threshold_uncertainty_score":0.01763606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02051385655519253,"score_gpt":0.2622648391501414,"score_spread":0.2417509825949489,"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."}}