{"id":"W2063388268","doi":"10.1088/1742-6596/172/1/012016","title":"New results on the sdB star PG 0014+067","year":2009,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Asteroseismology; Identification (biology); Star (game theory); Mode (computer interface); Econometrics; Astrophysics; Physics; Computer science; Mathematics; Stars; Biology; Ecology","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":[0.0001714336,0.0001943513,0.0003057765,0.00002689037,0.0001720118,0.0001142927,0.0002714826,0.0000253547,0.0001823365],"category_scores_gemma":[0.00002372087,0.0001213907,0.0001393481,0.0001061096,0.00006381291,0.0002610703,0.00001646039,0.0003329973,0.00003125549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001123364,"about_ca_system_score_gemma":0.0001966834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004661455,"about_ca_topic_score_gemma":0.000004395105,"domain_scores_codex":[0.998922,0.00005367711,0.0003574107,0.0001277299,0.0003175196,0.0002216481],"domain_scores_gemma":[0.9988504,0.0002099291,0.0004062729,0.000224564,0.0002187991,0.00009005499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001206016,0.0002992768,0.02993516,0.00001173179,0.0006089029,0.00002334532,0.006839028,0.0001907435,0.000595248,0.494899,0.07665857,0.388733],"study_design_scores_gemma":[0.002738718,0.003004062,0.2198488,0.0003725353,0.000281788,0.00002314837,0.004406491,0.0000551698,0.04472429,0.6619253,0.06182396,0.0007958064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2347833,0.0006654367,0.02098658,0.05207728,0.002784568,0.0006086135,0.0001119964,0.0000676128,0.6879146],"genre_scores_gemma":[0.9962209,0.0000818517,0.0004391546,0.0002422331,0.001674523,4.945452e-7,0.000007200595,0.000007140955,0.001326491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7614377,"threshold_uncertainty_score":0.4950167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596846756713148,"score_gpt":0.2407356614306726,"score_spread":0.2147671938635412,"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."}}