{"id":"W4396498587","doi":"10.1093/mnras/stae1140","title":"The M33 synoptic stellar survey. III. Miras and LPVs in <i>griJHK<i>S</i> </i>","year":2024,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Physics; Astronomy; Astrophysics; Galaxy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003057139,0.0002309579,0.0001344509,0.001314191,0.000275171,0.000284738,0.00017925,0.0001811633,0.001212441],"category_scores_gemma":[0.0004331458,0.0001209104,0.000165731,0.001231638,0.0001978842,0.0001845321,0.000431092,0.0002282869,0.0005820276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005725853,"about_ca_system_score_gemma":0.0004049933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04564397,"about_ca_topic_score_gemma":0.1635532,"domain_scores_codex":[0.9998691,0.00001647143,0.00000675011,0.00003042607,0.00004105074,0.00003617047],"domain_scores_gemma":[0.9994797,0.00003375343,0.0002023036,0.00006383335,0.0000899026,0.0001305203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009652827,0.00001730874,0.9806373,0.00003780227,0.00002740477,0.0001423597,0.0002519723,0.000136429,0.007023348,0.0001329483,0.002685274,0.008811411],"study_design_scores_gemma":[0.000001682153,0.000009574047,0.998463,0.000002358186,0.000003404537,0.00004036375,0.00004615993,0.00009027399,0.0001881892,0.000008408922,0.001145251,0.000001197181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913708,0.00023132,0.0001392716,0.0000765838,0.00000313884,0.00001867308,0.00659294,0.00003592178,0.001531332],"genre_scores_gemma":[0.9880798,0.0001936938,0.0008351775,0.00005482671,0.000009489025,0.00001679549,0.01004504,0.00001604328,0.0007490061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04564397,"threshold_uncertainty_score":0.0907566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008257632603661002,"score_gpt":0.2044671274486002,"score_spread":0.1962094948449392,"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."}}