{"id":"W2999066217","doi":"10.1109/cwtm43797.2019.8955168","title":"Physical and Biochemical Structure Measured by APEX-EM Floats","year":2019,"lang":"en","type":"article","venue":"","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Colored dissolved organic matter; Environmental science; Jellyfish; Salinity; Dissolved organic carbon; Phytoplankton; Remote sensing; Geology; Oceanography; Chemistry; Nutrient; Ecology","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":[0.0001535723,0.0003976429,0.0003455425,0.0007345743,0.0003113627,0.0003345872,0.0003072397,0.000324093,0.0009634747],"category_scores_gemma":[0.0002367382,0.0001695783,0.0002435362,0.0005720826,0.0001877761,0.0003051388,0.0004151044,0.0003257022,0.0003930804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234982,"about_ca_system_score_gemma":0.0001320621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00471592,"about_ca_topic_score_gemma":0.01078331,"domain_scores_codex":[0.9998457,0.000005984222,0.000007265978,0.00005675344,0.00006346592,0.00002084025],"domain_scores_gemma":[0.9997149,0.00001982479,0.00009093222,0.00001444913,0.00009895313,0.00006093122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003148964,0.0001748682,0.4926899,0.00006524017,0.00009182019,0.0002178914,0.0005941174,0.001528454,0.4901881,0.00007841688,0.000337809,0.0137184],"study_design_scores_gemma":[0.000004754452,0.0002907514,0.969908,0.000005734608,0.00002500097,0.00008108089,0.0002493,0.003655592,0.0251545,0.00001811639,0.0005955134,0.00001166502],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975526,0.00002949114,0.0007203385,0.000004848456,0.000003461891,0.00001821139,0.0009490648,0.00001658691,0.0007055474],"genre_scores_gemma":[0.9895101,0.00007209273,0.005617493,0.00003014265,0.000008043626,0.00005444181,0.002870584,0.00001314064,0.001823982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00471592,"threshold_uncertainty_score":0.009376943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002973719838415322,"score_gpt":0.1840087127600806,"score_spread":0.1810349929216653,"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."}}