{"id":"W2794413456","doi":"10.1002/2017jg004115","title":"Spatiotemporal Variability in Lake‐Atmosphere Net CO<sub>2</sub> Exchange in the Littoral Zone of an Oligotrophic Lake","year":2018,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Littoral zone; Pelagic zone; Environmental science; Transect; Diel vertical migration; Spatial variability; Atmosphere (unit); Shore; Oceanography; Atmospheric sciences; Geology; Geography; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00009373249,0.00009816041,0.0001637132,0.0003619192,0.0004050431,0.0004552244,0.0001331682,0.0001301133,0.0004925879],"category_scores_gemma":[0.0002044566,0.0001071228,0.0001013441,0.0004939516,0.0002788656,0.0001330726,0.0002849925,0.00009923351,0.00006066916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214803,"about_ca_system_score_gemma":0.0005156125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.32281,"about_ca_topic_score_gemma":0.5000899,"domain_scores_codex":[0.9999597,0.000002945681,0.000002687731,0.00001477937,0.000007070298,0.0000127614],"domain_scores_gemma":[0.999828,0.00002477061,0.00004738715,0.000009607801,0.00004479321,0.00004539991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001870333,0.00001503373,0.9637094,0.00002726876,0.0000695991,0.000129677,0.000595958,0.0008639828,0.0308862,0.00005787007,0.000187917,0.003270006],"study_design_scores_gemma":[7.072047e-7,0.000003396872,0.9994086,0.00000102899,0.000003252676,0.00000769842,0.00006890517,0.0003468279,0.0001158664,0.000002514917,0.00004014376,0.000001092369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996747,0.00001442658,0.00003359416,0.00000377779,3.348634e-7,0.000001352307,0.0001318785,0.000002511688,0.0001374077],"genre_scores_gemma":[0.9997161,0.00001040922,0.00004274539,0.000002984438,3.67073e-7,0.000002162649,0.0001185524,8.443014e-7,0.0001057708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.32281,"threshold_uncertainty_score":0.641862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03252497846409688,"score_gpt":0.2947983496180099,"score_spread":0.262273371153913,"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."}}