{"id":"W2219206055","doi":"10.1038/ngeo2553","title":"Biomass production efficiency controlled by management in temperate and boreal ecosystems","year":2015,"lang":"en","type":"article","venue":"Nature Geoscience","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":157,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Biomass (ecology); Environmental science; Productivity; Primary production; Tundra; Ecosystem; Ecosystem respiration; Eddy covariance; Ecology; Biology","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":[0.0004166096,0.0001989912,0.0002466497,0.0003057643,0.0003091416,0.0005479596,0.000312045,0.0002063804,0.0006879754],"category_scores_gemma":[0.00058284,0.0001939522,0.0002332922,0.0002479056,0.0004863576,0.0005850529,0.0004275338,0.0001634049,0.00008083456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008035382,"about_ca_system_score_gemma":0.0003002938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008317163,"about_ca_topic_score_gemma":0.01273785,"domain_scores_codex":[0.999822,0.00004731407,0.0000127699,0.00004438451,0.00001663927,0.00005697171],"domain_scores_gemma":[0.9994436,0.0001470327,0.0001617187,0.00005583197,0.00005092239,0.0001410181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003985032,0.0003387446,0.2716014,0.0001213055,0.0003053744,0.0002362708,0.0007686709,0.01432459,0.6823648,0.002094477,0.0004550714,0.02340421],"study_design_scores_gemma":[0.00004260199,0.0002862603,0.9794867,0.000004028453,0.00005001716,0.00006510472,0.0002985296,0.01007788,0.008712244,0.0005001199,0.0004608498,0.00001571268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995614,0.00003614623,0.0001182708,0.000009317889,7.524883e-7,0.000001059385,0.0000182583,0.000003870839,0.0002508888],"genre_scores_gemma":[0.9996842,0.00001397533,0.00009825151,0.000007477893,0.000001044721,0.000002689773,0.00002770053,0.000003332102,0.0001611876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008317163,"threshold_uncertainty_score":0.01653755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003855542010147073,"score_gpt":0.2016045474025062,"score_spread":0.1977490053923592,"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."}}