{"id":"W4405577517","doi":"10.18524/1810-4215.2024.37.314974","title":"SPECTROSCOPIC STUDIES OF POLARIS: GETTING BACK TO NORMAL LIFE OF A CEPHEID?","year":2024,"lang":"en","type":"article","venue":"Odessa Astronomical Publications","topic":"Advanced Thermodynamic Systems and Engines","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Cepheid variable; Astrophysics; Physics; Astronomy; Stars","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008912574,0.0001096397,0.000230739,0.0001404976,0.00002197909,0.00002109547,0.0001502247,0.00003726423,0.00008191252],"category_scores_gemma":[0.00005572412,0.0001063474,0.00006269631,0.0002720481,0.00004306714,0.0001794564,0.00004536667,0.00009580409,0.00006136802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007423625,"about_ca_system_score_gemma":0.00003392891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000118456,"about_ca_topic_score_gemma":0.000003435599,"domain_scores_codex":[0.9992333,0.000009776317,0.0003593639,0.0001426656,0.00006696489,0.0001879155],"domain_scores_gemma":[0.9995248,0.00008147875,0.00003018977,0.0002214851,0.0000536419,0.00008844519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001683692,0.0001534853,0.01575269,0.002021881,0.001525153,4.423259e-7,0.00246567,0.5549763,0.2441527,0.1551863,0.009727655,0.01402091],"study_design_scores_gemma":[0.00125004,0.0002998323,0.1453936,0.001770955,0.0002947948,0.00001220775,0.004836386,0.742816,0.02964765,0.002509424,0.06939171,0.001777462],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7656146,0.00259256,0.2253276,0.0006886165,0.0004091178,0.000233576,0.00007318566,0.0002670983,0.004793601],"genre_scores_gemma":[0.9855546,0.0000107167,0.01399509,0.000004377429,0.0001275692,0.00003947296,0.000009370403,0.00002638616,0.0002324367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.21994,"threshold_uncertainty_score":0.4336722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689841656842856,"score_gpt":0.2654493882708882,"score_spread":0.2485509717024597,"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."}}