{"id":"W2730295955","doi":"10.1002/asna.201713309","title":"Composite Spectra, Paper XXI: 14 Serpentis","year":2017,"lang":"en","type":"article","venue":"Astronomische Nachrichten","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dominion Astrophysical Observatory","funders":"","keywords":"Physics; Astrophysics; Stars; Spectral line; RADIUS; Stellar classification; Diagram; Giant star; Star (game theory); Red giant; Astronomy; Mathematics; Statistics","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":[0.0002818174,0.0004981419,0.0002718038,0.001924986,0.0005558356,0.001333051,0.0003000503,0.0002818532,0.01390877],"category_scores_gemma":[0.0006002217,0.0002200801,0.0003117652,0.001119025,0.0001982685,0.0004275239,0.0006733632,0.000343302,0.003467545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003112668,"about_ca_system_score_gemma":0.0001887021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008279695,"about_ca_topic_score_gemma":0.001484141,"domain_scores_codex":[0.999804,0.00001471412,0.000008158794,0.00007663532,0.00006928259,0.00002731493],"domain_scores_gemma":[0.9996353,0.0000419078,0.00007542547,0.00008385754,0.00009612865,0.00006731989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006657478,0.0004857751,0.2646054,0.0008059879,0.0004371011,0.003082261,0.0009615986,0.007227637,0.2099547,0.02140805,0.04933122,0.4350428],"study_design_scores_gemma":[0.0001374071,0.0004858801,0.7592993,0.00007378565,0.0001230578,0.002569307,0.0003338868,0.01685269,0.04205713,0.004611331,0.1734085,0.00004765977],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8540926,0.0009257078,0.01339541,0.0002291915,0.0003583165,0.0001344071,0.007599535,0.001728121,0.1215367],"genre_scores_gemma":[0.9648772,0.0002788186,0.01113373,0.00005114488,0.00009193936,0.00005261076,0.01024834,0.0003727211,0.01289338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01390877,"threshold_uncertainty_score":0.04652947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114237452608824,"score_gpt":0.2343397187737394,"score_spread":0.222915973512857,"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."}}