{"id":"W2113089691","doi":"10.5194/bg-12-1151-2015","title":"The influence of soils on heterotrophic respiration exerts a strong control on net ecosystem productivity in seasonally dry Amazonian forests","year":2015,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Primary production; Soil water; Plant litter; Soil respiration; Ecosystem; Seasonality; Dry season; Carbon cycle; Growing season; Terrestrial ecosystem; Vegetation (pathology); Hydrology (agriculture); Atmospheric sciences; Ecology; Soil science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009626622,0.0001054311,0.0001133208,0.00005348445,0.0001321728,0.00005987005,0.0003140147,0.00004301755,0.00000327336],"category_scores_gemma":[0.0001379602,0.00006631409,0.00002802534,0.0003127305,0.0002194031,0.0002597211,0.00004722283,0.00008336552,0.00002412852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001249325,"about_ca_system_score_gemma":0.00005122129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006700581,"about_ca_topic_score_gemma":0.0136683,"domain_scores_codex":[0.9985548,0.0001429256,0.0002164366,0.0003004306,0.0005436743,0.000241733],"domain_scores_gemma":[0.9994469,0.00006424513,0.0001425222,0.0002387188,0.00001507211,0.00009257701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007298412,0.00005927025,0.6845466,0.00000259591,0.000001610992,0.000002721977,0.0001342668,0.3119558,0.001220094,0.0004007533,0.00001356335,0.001589743],"study_design_scores_gemma":[0.0003004376,0.0004090367,0.9225514,0.00003863053,0.000003079828,0.000001989328,0.00001686318,0.0753805,0.000253698,0.0004616168,0.0004753497,0.0001074002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985396,0.00001431736,0.0000353385,0.0003769405,0.0001085444,0.0003373457,0.00003459017,0.00001260977,0.0005406587],"genre_scores_gemma":[0.9998135,0.00000318852,0.00002972395,0.00004577342,0.00001777766,0.00002983829,0.000002267008,0.000003482314,0.00005444071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2380048,"threshold_uncertainty_score":0.7627232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282621448424788,"score_gpt":0.2178200960368789,"score_spread":0.204993881552631,"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."}}