{"id":"W3122581286","doi":"","title":"Temporally-resolved Study of Atmosphere-lake Net CO 2 Exchange at Lochaber Lake, Nova Scotia, Canada","year":2016,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Atmosphere (unit); Environmental science; Nova (rocket); Meteorology; Atmospheric sciences; Climatology; Oceanography; Geology; Geography; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001662855,0.0002445588,0.0003450086,0.0006409425,0.002205828,0.000865458,0.0006095369,0.0004444193,0.001667332],"category_scores_gemma":[0.0004195259,0.0002646912,0.0002080189,0.0009289764,0.0004634179,0.0003128329,0.0006273412,0.0004175313,0.0002033163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009128286,"about_ca_system_score_gemma":0.009185657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9783996,"about_ca_topic_score_gemma":0.9921722,"domain_scores_codex":[0.9998885,0.000006973635,0.000004811682,0.00002521636,0.0000269417,0.00004758975],"domain_scores_gemma":[0.9996837,0.00002816692,0.00003235102,0.000009057224,0.0001717119,0.00007501091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001549604,0.0002908146,0.9032883,0.0001621306,0.0002656302,0.001554657,0.003887837,0.005951046,0.06073651,0.0006712399,0.006473632,0.01516871],"study_design_scores_gemma":[0.00002499347,0.00001760361,0.99617,0.00001023745,0.00001550656,0.00001866359,0.0005736315,0.001727623,0.0003938003,0.00001751626,0.00102094,0.000009558511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964178,0.00009873725,0.00007171768,0.0001084227,0.000009433545,0.00002098087,0.0009745876,0.00001399684,0.0022843],"genre_scores_gemma":[0.9977603,0.00005358895,0.0001198226,0.0000465603,0.000003142699,0.00001458334,0.0003528894,0.000006974338,0.001642295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02160043,"threshold_uncertainty_score":0.06623065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352470058441245,"score_gpt":0.2148279130261643,"score_spread":0.2013032124417518,"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."}}