{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004996341,0.00124342,0.0005748615,0.001311147,0.002396741,0.00596788,0.001986637,0.00495114,0.2133469],"category_scores_gemma":[0.003135445,0.0003554627,0.001371079,0.001324377,0.0005188872,0.00371381,0.005874446,0.003229648,0.103795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001875347,"about_ca_system_score_gemma":0.007242624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001571856,"about_ca_topic_score_gemma":0.004052673,"domain_scores_codex":[0.9983032,0.0002422123,0.00006302664,0.0002346461,0.0007032193,0.0004537066],"domain_scores_gemma":[0.9951806,0.0001909627,0.0001832719,0.0003269709,0.001348154,0.002770055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002203972,0.0001252797,0.000696374,0.0004197736,0.00001679411,0.0001912555,0.0001639628,0.0003821284,0.002084529,0.00725982,0.9280694,0.0603703],"study_design_scores_gemma":[0.00002505296,0.00006600469,0.0008920186,0.0001097321,0.000006792889,0.00007215895,0.0001607786,0.0001233458,0.0003375679,0.002392461,0.9958061,0.000007991988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01303404,0.02342588,0.01446135,0.1001838,0.1438241,0.002099267,0.01166639,0.003598411,0.6877068],"genre_scores_gemma":[0.02526,0.009949477,0.01103172,0.00856713,0.01660922,0.001090545,0.01587177,0.0008882892,0.9107319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2133469,"threshold_uncertainty_score":0.7137164,"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."}}