{"id":"W3008649468","doi":"10.1029/2019jc015941","title":"Predicting Internal Solitary Waves in the Gulf of Maine","year":2020,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography","funders":"Fisheries and Oceans Canada","keywords":"Stratification (seeds); Oceanography; Bathymetry; Water column; Geology; Spatial distribution; Remote sensing; Biology","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":[0.001383419,0.00008300566,0.0002304812,0.0000476042,0.0000790902,0.00003969094,0.0007122437,0.00003410704,0.0002116789],"category_scores_gemma":[0.0008421687,0.00004674636,0.0001204968,0.0006992256,0.0002777219,0.0002776237,0.00003142895,0.0008306033,0.00001374824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003339725,"about_ca_system_score_gemma":0.0001519538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004057697,"about_ca_topic_score_gemma":0.00009166456,"domain_scores_codex":[0.9978011,0.0002675504,0.0004072181,0.0001151381,0.001077661,0.0003313158],"domain_scores_gemma":[0.9983855,0.001003893,0.0001400096,0.00008966094,0.0002081322,0.0001727717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006038059,0.000184846,0.9600438,0.0001398258,0.00007008946,0.0004461289,0.006011588,0.0006356211,0.0002214363,0.0002837921,0.003551194,0.02780781],"study_design_scores_gemma":[0.0007028043,0.002808699,0.9518793,0.0002002747,0.00001832931,0.00007463904,0.0094302,0.02289096,0.0001866712,0.01008776,0.001597905,0.0001224754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927825,0.0006118176,0.0001923107,0.004115209,0.00005921433,0.00006734519,0.00001357706,0.00000349248,0.00215454],"genre_scores_gemma":[0.9985631,0.0002726757,0.0003078541,0.00025161,0.0005665204,7.576938e-8,0.000001897296,0.000002600872,0.00003366772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02768534,"threshold_uncertainty_score":0.3608604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03774456854089713,"score_gpt":0.2932113702240575,"score_spread":0.2554668016831603,"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."}}