{"id":"W3116556926","doi":"10.5670/oceanog.2020.313","title":"Life in Internal Waves","year":2020,"lang":"en","type":"article","venue":"Oceanography","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Plankton; Internal wave; Breaking wave; Physics; Mechanics; Geology; Wave propagation; Oceanography; Optics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007885628,0.0001311826,0.0001691136,0.00004823489,0.00005277951,0.00005273641,0.0002681006,0.00004704171,0.001516737],"category_scores_gemma":[0.00008511858,0.0001084614,0.00009551654,0.001122114,0.00009706202,0.0002308637,0.00001162394,0.0001603642,0.0001192876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":4.737763e-7,"about_ca_system_score_gemma":0.00004259242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001238585,"about_ca_topic_score_gemma":0.0001285031,"domain_scores_codex":[0.9990581,0.0000285866,0.0002093541,0.0002512277,0.0001812942,0.0002714173],"domain_scores_gemma":[0.9994354,0.00004565163,0.00005125188,0.00008393954,0.00001624472,0.0003675311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003446071,0.00001000103,0.9900617,0.00002248778,0.00001240985,0.00001789739,0.0002869061,0.0001362557,0.000002243972,0.0000439467,0.002890706,0.006480995],"study_design_scores_gemma":[0.0004679341,0.0001907226,0.9687001,0.00002984431,0.000009233694,0.000003760469,0.0006286775,0.006637853,0.00004375427,0.0008365222,0.02217565,0.0002759349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721295,0.00235884,0.0003006879,0.001976597,0.0001506533,0.00008158317,0.00001828872,0.0001063809,0.02287747],"genre_scores_gemma":[0.9939076,0.0002452381,0.0009444939,0.004735724,0.0001288968,2.472819e-7,0.00001649635,0.000003579176,0.00001777755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02285969,"threshold_uncertainty_score":0.999396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281215159061353,"score_gpt":0.1902870277571356,"score_spread":0.177474876166522,"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."}}