{"id":"W4322576084","doi":"10.1016/b978-0-32-391244-0.00018-8","title":"Modeling motion in the vertical","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Seiche; Nonlinear system; Mechanics; Geophysical fluid dynamics; Context (archaeology); Chaotic; Physics; Classical mechanics; Vortex; Fluid dynamics; Flow (mathematics); Geology; Computer science","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":[0.0001605845,0.0009753491,0.0007116989,0.0003506668,0.000314268,0.001084359,0.0007637856,0.0008728972,0.01309166],"category_scores_gemma":[0.000473745,0.0007343013,0.0009792084,0.0005682276,0.0003931577,0.00111037,0.000936924,0.0007646661,0.003228333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003732515,"about_ca_system_score_gemma":0.000505697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02231783,"about_ca_topic_score_gemma":0.01697053,"domain_scores_codex":[0.999889,0.00001438977,0.00000635818,0.0000338154,0.00004441891,0.00001203933],"domain_scores_gemma":[0.999911,0.00003226239,0.00001073511,0.00002082534,0.0000172828,0.000007905144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002739719,0.00001832553,0.0004299162,0.00007723449,0.00003483675,0.00004255473,0.00004502878,0.86184,0.003127912,0.02809131,0.005164518,0.101101],"study_design_scores_gemma":[0.000003033727,0.00001315152,0.000171472,0.0000168836,0.000006657496,0.00001934061,0.00001247864,0.9804398,0.0005599041,0.008558649,0.01019264,0.000005971408],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008918808,0.001311405,0.9547489,0.0002517369,0.0002185731,0.00002062872,0.0005533943,0.001298745,0.03267786],"genre_scores_gemma":[0.4659194,0.005979756,0.3379923,0.0002201485,0.0002650456,0.0002074437,0.004514517,0.001075752,0.1838256],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02231783,"threshold_uncertainty_score":0.04437584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02655135720323252,"score_gpt":0.2443816789044195,"score_spread":0.217830321701187,"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."}}