{"id":"W6999527929","doi":"","title":"2D Bayesian automated tilted-ring fitting of disc galaxies in large HI galaxy surveys:2DBAT","year":2018,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (UWA)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Galaxy; Bayesian probability; Disc galaxy; Noise (video); Halo; Bayesian inference","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":[0.002085164,0.0009647925,0.001452179,0.002124001,0.0009095329,0.001939605,0.003162596,0.001873294,0.008820475],"category_scores_gemma":[0.007241273,0.001388319,0.001721226,0.002208577,0.0003594989,0.00156322,0.001823406,0.001117068,0.006712238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009228165,"about_ca_system_score_gemma":0.002482952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0369538,"about_ca_topic_score_gemma":0.0650177,"domain_scores_codex":[0.9990572,0.0002150805,0.00005965403,0.0003100904,0.000212165,0.0001457638],"domain_scores_gemma":[0.9981986,0.0005136232,0.0001552366,0.000504129,0.0005146276,0.0001137921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001453501,0.0007234633,0.07567713,0.0009188686,0.0008468595,0.0002931112,0.0005977108,0.3505469,0.01493404,0.007884187,0.1389455,0.4071788],"study_design_scores_gemma":[0.0001243268,0.00003256137,0.01187707,0.00003708851,0.00007287398,0.00008618543,0.00006998338,0.9734911,0.002433219,0.003582595,0.008140771,0.00005219574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2418207,0.001786547,0.6070257,0.0007283866,0.0003238946,0.0003302241,0.06334213,0.07596828,0.008674108],"genre_scores_gemma":[0.3835294,0.0003380747,0.5294929,0.0003798468,0.0001347828,0.0003467569,0.07580252,0.005554739,0.004420978],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0369538,"threshold_uncertainty_score":0.07347745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788339186024367,"score_gpt":0.2907491602805158,"score_spread":0.2728657684202722,"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."}}