{"id":"W6894335416","doi":"10.5683/sp3/vwfbnz","title":"Replication Data for: Bedform growth beneath periodic internal solitary waves propagating through a tidal flow","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Bedform; Pycnocline; Flow (mathematics); Internal wave; Flow velocity; Sediment transport","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":[0.001328243,0.002711276,0.001708053,0.002433354,0.001045844,0.002458933,0.004056994,0.002737839,0.06099388],"category_scores_gemma":[0.006776016,0.0008411009,0.001821222,0.004074017,0.0005918919,0.001351627,0.00217642,0.001372038,0.07929169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193083,"about_ca_system_score_gemma":0.002361201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03288225,"about_ca_topic_score_gemma":0.07513075,"domain_scores_codex":[0.9987757,0.0001633289,0.0001818162,0.0004724022,0.0002609439,0.0001457856],"domain_scores_gemma":[0.996892,0.0006673108,0.0002623316,0.001159969,0.0007720247,0.0002464452],"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":[0.0001549739,0.0000523644,0.002769963,0.001647422,0.00008202048,0.0000743229,0.00005982136,0.0005787166,0.0005217421,0.0003865772,0.9891946,0.004477539],"study_design_scores_gemma":[0.0006216849,0.00005681877,0.01339965,0.0004797828,0.00009301341,0.0001737988,0.0001257189,0.001267851,0.001202996,0.00159422,0.9808898,0.00009470116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000212946,0.00005529542,0.00009958825,0.00003428483,0.00002999587,0.0000128413,0.998698,0.0005403821,0.0003167161],"genre_scores_gemma":[0.0005469366,0.00002540358,0.00042914,0.00001980572,0.000005546988,0.00005283691,0.9986243,0.0000603291,0.0002357286],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06099388,"threshold_uncertainty_score":0.2040449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04395122823057239,"score_gpt":0.327607979667812,"score_spread":0.2836567514372396,"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."}}