{"id":"W2062350626","doi":"10.1051/epjconf/20134305010","title":"The case of the<i>Kepler</i>DBAV star J1929+4447","year":2013,"lang":"en","type":"article","venue":"EPJ Web of Conferences","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"White dwarf; Kepler; Physics; Star (game theory); Astronomy; Object (grammar); White (mutation); Astrophysics; Atmosphere (unit); Field (mathematics); Stars; Computer science; Mathematics; Meteorology; Artificial intelligence; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000122434,0.0001196582,0.0002077326,0.00001594431,0.0001868005,0.00003521326,0.0002652197,0.00002211572,0.001103762],"category_scores_gemma":[0.00001959596,0.0000619058,0.00009257787,0.00007453714,0.0002887489,0.00005509148,0.00007003595,0.00009255443,0.00002911925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000227975,"about_ca_system_score_gemma":0.0001863676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005637268,"about_ca_topic_score_gemma":0.000271553,"domain_scores_codex":[0.9992521,0.00006403535,0.0002546879,0.0001194094,0.0001354299,0.0001743766],"domain_scores_gemma":[0.998895,0.0004506758,0.0002010546,0.0002774009,0.0001431416,0.00003266305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007676803,0.0000379312,0.9501296,0.00001248049,0.0001711649,0.000001554541,0.0004979313,0.000003759951,0.00004889871,0.0273068,0.005429114,0.01635307],"study_design_scores_gemma":[0.001175153,0.0002592431,0.8588443,0.0001233378,0.0002296661,0.00002317371,0.01540681,0.001450779,0.007687227,0.03481022,0.07948107,0.0005090408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.745238,0.0005036885,0.00001836808,0.0007088432,0.0003852868,0.000221558,0.00001860615,0.000006850188,0.2528988],"genre_scores_gemma":[0.9990051,0.00004519491,0.00003488869,0.00002391833,0.0001074904,0.00001331251,0.000003100248,0.000004371195,0.000762555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2537671,"threshold_uncertainty_score":0.9998094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475883788095925,"score_gpt":0.2250124546390027,"score_spread":0.2102536167580434,"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."}}