{"id":"W2975061125","doi":"10.3847/1538-4357/ab3d3c","title":"The Implications of Local Fluctuations in the Galactic Midplane for Dynamical Analysis in the Gaia Era","year":2019,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Milky Way; Orbit (dynamics); Galactic Center; Systematic error; Galactic plane; Variation (astronomy); Disc","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":[0.001390724,0.0001739019,0.0002768174,0.001008425,0.0004995091,0.001837294,0.0005864914,0.0002520324,0.001666452],"category_scores_gemma":[0.009274162,0.0001389538,0.0004136768,0.0009817773,0.0006463705,0.0008954629,0.0009626257,0.000489064,0.0003234387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224841,"about_ca_system_score_gemma":0.0003481599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01424085,"about_ca_topic_score_gemma":0.01009034,"domain_scores_codex":[0.9996005,0.000118424,0.00003076178,0.0001266419,0.00006523682,0.00005858989],"domain_scores_gemma":[0.9979108,0.0009049271,0.0003536417,0.0003655947,0.000277786,0.0001871843],"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":[0.0003691964,0.00003987205,0.8733994,0.0001011782,0.0003478291,0.0006041731,0.001336697,0.03117256,0.007698447,0.02828506,0.002321495,0.05432414],"study_design_scores_gemma":[0.0000106108,0.00004015491,0.9376737,0.00003600887,0.00006168338,0.000145616,0.0004580113,0.04869715,0.001792979,0.006266503,0.004790926,0.00002664897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883453,0.0007420149,0.004060987,0.0009904724,0.00005350456,0.000006899375,0.0005623084,0.0001204475,0.005118226],"genre_scores_gemma":[0.9983245,0.00009840096,0.0008909868,0.00004141265,0.00002572977,0.000003811942,0.0002055681,0.0000515522,0.0003581154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01424085,"threshold_uncertainty_score":0.02831596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008564782221783704,"score_gpt":0.249140769654629,"score_spread":0.2405759874328453,"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."}}