{"id":"W2082428244","doi":"10.1038/nature14172","title":"Decrease in CO2 efflux from northern hardwater lakes with increasing atmospheric warming","year":2015,"lang":"en","type":"article","venue":"Nature","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":155,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Biogeochemical cycle; Dissolved organic carbon; Environmental science; Environmental chemistry; Carbon cycle; Carbon dioxide; Ecosystem; Carbon dioxide in Earth's atmosphere; Atmosphere (unit); Carbon fibers; Organic matter; Chemistry; 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":[0.0001780359,0.0002321937,0.0003920451,0.0003496654,0.0008660313,0.0008700904,0.0003173045,0.0007102248,0.002780704],"category_scores_gemma":[0.0006062528,0.0003339626,0.0002621243,0.000410237,0.0005386208,0.0008295915,0.0007449971,0.0005055178,0.0002533882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000773863,"about_ca_system_score_gemma":0.0005440198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.045941,"about_ca_topic_score_gemma":0.05188844,"domain_scores_codex":[0.9999233,0.00001011271,0.000006067232,0.00002468487,0.00001485071,0.00002086738],"domain_scores_gemma":[0.9996769,0.00007911858,0.00007176545,0.00002602158,0.00007462887,0.00007153353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003785861,0.00008148906,0.782581,0.000136655,0.0002352008,0.0006286657,0.001296754,0.001983325,0.2006769,0.0002740323,0.0008753368,0.007444788],"study_design_scores_gemma":[0.00001157419,0.00003348783,0.9955987,0.000003101216,0.00001925651,0.00005008131,0.0002569543,0.0005955665,0.003072178,0.00004248466,0.0003115035,0.000005125867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987314,0.00006550427,0.00004783331,0.0000725643,0.000002962257,0.000002026799,0.0002156552,0.000006838197,0.0008552167],"genre_scores_gemma":[0.9989018,0.00003966908,0.00004502866,0.00004653336,0.000005252256,0.000004467507,0.000232871,0.000006063729,0.0007182393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.045941,"threshold_uncertainty_score":0.09134716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006649588999934686,"score_gpt":0.1862546160515116,"score_spread":0.1796050270515769,"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."}}