{"id":"W2501348909","doi":"10.1017/s0252921100016948","title":"Driving g-Mode Pulsation in <i>γ</i> Doradus Variables","year":2002,"lang":"en","type":"article","venue":"International Astronomical Union Colloquium","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Convection; Envelope (radar); Context (archaeology); Adiabatic process; Mode (computer interface); Physics; Astrophysics; White dwarf; Mechanism (biology); Convection zone; Flux (metallurgy); Excited state; Mechanics; Stars; Computer science; Chemistry; Atomic physics; Quantum mechanics; Geology; Telecommunications","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":[0.0001036525,0.0001551703,0.0001420659,0.0002114079,0.0002514688,0.000576979,0.0002137707,0.000136715,0.0008120036],"category_scores_gemma":[0.000354603,0.00008478856,0.0001153077,0.0001423519,0.0003368354,0.000189826,0.0004269329,0.0001911965,0.000107971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003281476,"about_ca_system_score_gemma":0.0001158044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002426015,"about_ca_topic_score_gemma":0.001373196,"domain_scores_codex":[0.9999635,0.000005690101,0.000001944875,0.00001192013,0.000004782078,0.00001219873],"domain_scores_gemma":[0.9998976,0.00002495111,0.00003153746,0.00001078699,0.00001484238,0.00002017887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003265235,0.00004612193,0.7196622,0.0001199204,0.00008011507,0.000801011,0.0007150307,0.01243471,0.2187706,0.02134438,0.001045278,0.02465406],"study_design_scores_gemma":[0.00009548852,0.0001653739,0.8923203,0.00002678189,0.00007734563,0.0006719466,0.000658142,0.05154781,0.03783366,0.01108603,0.00547679,0.00004026292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962244,0.00004895342,0.0008366231,0.00007008864,0.000005331537,0.000004716916,0.00005770621,0.00002237364,0.002729812],"genre_scores_gemma":[0.9997243,0.00001600964,0.0001598812,0.00001135208,0.000002585282,0.000001434343,0.00002268597,0.000002318833,0.00005933255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002426015,"threshold_uncertainty_score":0.004823804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019272010638662,"score_gpt":0.2258414536592588,"score_spread":0.2156487335528721,"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."}}