{"id":"W4396705536","doi":"10.1017/jfm.2024.318","title":"Hilbert transform view of water-wave theory","year":2024,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hilbert transform; Mechanics; Computer science; Physics; Telecommunications; Spectral density","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008961525,0.00009745204,0.0002306444,0.0001190679,0.00004051301,0.00003802779,0.0001026776,0.00006412853,0.0006728717],"category_scores_gemma":[0.00001351707,0.00005284889,0.0002061234,0.0001094039,0.00001742446,0.0001816068,0.000004306932,0.0001962957,0.00003086408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005185749,"about_ca_system_score_gemma":0.00006124145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000142467,"about_ca_topic_score_gemma":0.00001163698,"domain_scores_codex":[0.9990059,0.00005222869,0.0004077172,0.0000830388,0.000267465,0.0001836197],"domain_scores_gemma":[0.9996123,0.00008580166,0.00005841779,0.00008130231,0.00006614961,0.00009596966],"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":[0.0001694423,0.0000307671,0.00000729045,0.0004188423,0.0002506903,0.0005509824,0.001947001,0.001269026,0.02810567,0.007226463,0.000668522,0.9593553],"study_design_scores_gemma":[0.0007975618,0.002115076,0.0001697716,0.001745837,0.0004682759,0.004089134,0.001143653,0.4910164,0.2108095,0.1726953,0.1144092,0.0005403624],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8876339,0.05265562,0.03242295,0.003349117,0.009457587,0.0003092281,0.00007125548,0.00005552021,0.01404483],"genre_scores_gemma":[0.9959328,0.002212555,0.001233625,0.0001056568,0.0002626078,9.094364e-10,0.000003619868,0.000005885409,0.0002432864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9588149,"threshold_uncertainty_score":0.7367473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326487916755482,"score_gpt":0.2044284734986608,"score_spread":0.191163594331106,"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."}}