{"id":"W2006302987","doi":"10.1017/s0074180900002254","title":"A Photometric and Spectroscopic Survey of AGB Stars in M31","year":2000,"lang":"en","type":"article","venue":"Symposium - International Astronomical Union","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stars; Physics; Astrophysics; Photometry (optics); Spectroscopy; Astronomy","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":[0.000595091,0.000282186,0.0002484866,0.001990238,0.001034247,0.0003787821,0.0004037045,0.0004258285,0.0009843789],"category_scores_gemma":[0.0010122,0.0002117803,0.0001737277,0.001493838,0.0003152514,0.0004863421,0.0008657929,0.0002690279,0.0008987996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004427563,"about_ca_system_score_gemma":0.0007461961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001567,"about_ca_topic_score_gemma":0.01482574,"domain_scores_codex":[0.9995077,0.00008576008,0.00002794869,0.00008584469,0.0001688603,0.0001239394],"domain_scores_gemma":[0.9986929,0.00005607241,0.0002370662,0.000197224,0.0003989017,0.0004178501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002396235,0.0003196737,0.8722374,0.00004496817,0.00002300963,0.0003532099,0.001355317,0.0005997667,0.09040786,0.0003201198,0.0008565466,0.03324249],"study_design_scores_gemma":[0.00001293889,0.0002162905,0.9943783,0.000006629323,0.000008434104,0.0002488266,0.0001709762,0.0004715943,0.00228618,0.00009871141,0.00209433,0.000006743475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981962,0.00007492844,0.0003477517,0.00003581732,0.000001507337,0.00003115667,0.0002567226,0.00001740665,0.001038518],"genre_scores_gemma":[0.9923514,0.0001282184,0.00418603,0.00004136195,0.00001780172,0.00004006311,0.001877096,0.000009159049,0.001348918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01001567,"threshold_uncertainty_score":0.01991475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00906420926182243,"score_gpt":0.2340559865730117,"score_spread":0.2249917773111892,"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."}}