{"id":"W3135734802","doi":"10.1553/cia157s265","title":"Session 4: Future asteroseismic projects","year":2009,"lang":"en","type":"article","venue":"Communications in Asteroseismology","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Universität Wien","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001503263,0.0001834487,0.0002698574,0.0001341327,0.0002088562,0.00002921867,0.0006795909,0.0000834381,0.00009635084],"category_scores_gemma":[0.000009072422,0.0001714634,0.00005389831,0.0002348236,0.0001247694,0.0001103199,0.0002009513,0.0003728976,0.00009835311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002640931,"about_ca_system_score_gemma":0.00003863837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001019009,"about_ca_topic_score_gemma":0.0000157684,"domain_scores_codex":[0.99884,0.0002120751,0.0003146265,0.0002449721,0.00008405983,0.0003042567],"domain_scores_gemma":[0.998417,0.0001591477,0.0001199333,0.001214949,0.00004336746,0.00004558248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001801795,0.0002730059,0.8986613,0.000003859164,0.00002443332,0.000001922265,0.00141406,0.00001755326,0.00004920007,0.006961473,0.001474471,0.09110074],"study_design_scores_gemma":[0.0009653643,0.0001544523,0.9346313,0.00004343756,0.00002271568,0.00001316416,0.001117902,0.0006002085,0.00008550809,0.007840988,0.05424188,0.0002831207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5490981,0.004223597,0.003370592,0.02459745,0.001497595,0.001071716,0.00002189197,0.0001702728,0.4159487],"genre_scores_gemma":[0.9955077,0.0001053396,0.002416315,0.0009943865,0.0002072143,0.00003201709,0.000134499,0.00001038474,0.0005922029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4464095,"threshold_uncertainty_score":0.6992075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956801150015104,"score_gpt":0.2936996811970616,"score_spread":0.2641316696969106,"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."}}