{"id":"W1514516711","doi":"","title":"High frequency acoustic observations of episodic mixing events in Lunenburg Bay","year":2006,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Anemometer; Bay; Wind speed; Backscatter (email); Geology; Tower; Scattering; Wind direction; Meteorology; Significant wave height; Shore; Wind wave; Environmental science; Geodesy; Acoustics; Physics; Oceanography; Geography; Optics; Telecommunications; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00008477127,0.0001152301,0.0001838161,0.0002154125,0.0001049586,0.00001568814,0.000249699,0.0001118014,0.00121713],"category_scores_gemma":[0.0001442885,0.0001061296,0.00004277087,0.000509741,0.00009510481,0.00009997137,0.000006323236,0.000225332,0.00008200546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000442643,"about_ca_system_score_gemma":0.0003370351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7617852,"about_ca_topic_score_gemma":0.86846,"domain_scores_codex":[0.9986389,0.00004786198,0.000322398,0.000194801,0.0002514332,0.0005445734],"domain_scores_gemma":[0.9992326,0.0001608787,0.00004275198,0.0001702512,0.00006393751,0.000329547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000446132,0.00001295302,0.9655039,0.00002864674,0.000003583033,0.00005127085,0.00001033426,0.03107815,0.001510416,0.0003945253,0.0002665342,0.001135172],"study_design_scores_gemma":[0.0001718229,0.00004539782,0.9881434,0.00002177456,0.000008999001,0.000002807577,0.00002263075,0.006005222,0.00001216306,0.005353503,0.00009324792,0.000119056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970217,0.0002370152,0.0009910008,0.0003584851,0.0002420895,0.000136824,0.0002858846,0.00001339493,0.0007135769],"genre_scores_gemma":[0.997581,0.00002406443,0.001720396,0.000113541,0.0001478718,0.000001578148,0.0001868231,0.000004783769,0.0002199531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1066748,"threshold_uncertainty_score":0.9996959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912092717612638,"score_gpt":0.2141584401254808,"score_spread":0.1950375129493545,"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."}}