{"id":"W4294365715","doi":"10.1093/mnras/stac2341","title":"Searching for nascent planetary nebulae: OHPNe candidates in the SPLASH survey","year":2022,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agencia Estatal de Investigación; Universidad de Guanajuato; European Southern Observatory; European Science Foundation; Chinese Academy of Sciences; European School of Oncology; Japan Society for the Promotion of Science; Commonwealth Scientific and Industrial Research Organisation; California Institute of Technology; European Commission; Canada Foundation for Innovation; National Aeronautics and Space Administration; National Science Foundation; European Space Agency; National Natural Science Foundation of China","keywords":"Physics; Astrophysics; Planetary nebula; Asymptotic giant branch; Maser; Stars; Astronomy","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":[0.0003607836,0.0001637379,0.0001616857,0.001494575,0.0003163657,0.0003736702,0.0003056947,0.0001497908,0.001244905],"category_scores_gemma":[0.0005664412,0.0001228932,0.0001345765,0.0005026518,0.0002656329,0.0003763021,0.001001686,0.0001345007,0.0002725342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001511782,"about_ca_system_score_gemma":0.0001759956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002639224,"about_ca_topic_score_gemma":0.004592333,"domain_scores_codex":[0.9998436,0.00001529603,0.00001456601,0.00004982408,0.00003985242,0.00003690988],"domain_scores_gemma":[0.9994786,0.00006985714,0.0001595205,0.0000489691,0.00008068598,0.0001623318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004294411,0.00001575839,0.9903958,0.00001588123,0.000009504666,0.0002677447,0.0001606901,0.00002961871,0.004072254,0.000037317,0.00006917994,0.004883299],"study_design_scores_gemma":[0.000002203346,0.00002940367,0.9980337,0.000004837397,0.000007266656,0.000339715,0.0002796623,0.000168406,0.0004594075,0.0000214265,0.000652705,0.000001187937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991298,0.0000957533,0.0001855148,0.00001193531,0.00000163874,0.000009035069,0.0001294643,0.000006330267,0.0004304643],"genre_scores_gemma":[0.9988467,0.00008073908,0.00034367,0.0000100817,0.000004296618,0.000004526752,0.0004977547,0.000001921191,0.0002102527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002639224,"threshold_uncertainty_score":0.005247772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393416241142994,"score_gpt":0.2235787681254099,"score_spread":0.2096446057139799,"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."}}