{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009135368,0.0005786243,0.000762884,0.001114185,0.0005810842,0.001477196,0.0007829238,0.0007865154,0.005872194],"category_scores_gemma":[0.002048953,0.0003433802,0.001016006,0.0008437411,0.00105807,0.001157238,0.002172988,0.0008815898,0.001528664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006112986,"about_ca_system_score_gemma":0.0002444956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001635154,"about_ca_topic_score_gemma":0.001845066,"domain_scores_codex":[0.9995959,0.00006785744,0.0000228872,0.00005564756,0.0002050918,0.00005264165],"domain_scores_gemma":[0.9985206,0.0005832928,0.0001449111,0.000396846,0.000145761,0.0002086865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002077481,0.0006635751,0.3630993,0.002171076,0.000703159,0.005660626,0.004090284,0.1018326,0.09350609,0.149684,0.01971219,0.2567996],"study_design_scores_gemma":[0.0003487974,0.001379819,0.3261515,0.0004412284,0.0006834031,0.004399697,0.002373437,0.182067,0.03969662,0.2275269,0.2144955,0.0004361263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8754094,0.004761247,0.05238043,0.003037166,0.0004755379,0.000077099,0.00192143,0.001090551,0.06084717],"genre_scores_gemma":[0.9705831,0.002603376,0.01536777,0.0006155788,0.0003896582,0.00005436792,0.002627869,0.0002107619,0.00754753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005872194,"threshold_uncertainty_score":0.01964444,"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."}}