{"id":"W3134403389","doi":"10.1111/ele.13717","title":"Enhanced light interception and light use efficiency explain overyielding in young tree communities","year":2021,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal","funders":"Canada Research Chairs","keywords":"Monoculture; Interception; Intraspecific competition; Biology; Ecology; Productivity; Interspecific competition","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015831,0.0001010653,0.0001455963,0.00005859119,0.0002086461,0.00002235873,0.00008910916,0.00008088836,0.0004447539],"category_scores_gemma":[0.0000658842,0.0001055761,0.00002617082,0.0001235509,0.0001826003,0.0002455467,0.0002169157,0.0001872558,0.00006765051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001436888,"about_ca_system_score_gemma":0.000004060669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000962912,"about_ca_topic_score_gemma":0.07605486,"domain_scores_codex":[0.9991835,0.0001729757,0.0001738545,0.0001887942,0.00005486348,0.0002260626],"domain_scores_gemma":[0.9995543,0.0002386137,0.00005138883,0.0001262511,0.000005248617,0.00002424876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001070588,0.00006664869,0.9107457,0.000004748394,0.00001493498,0.00003080754,0.008638402,0.0005076666,0.07906108,0.0001320589,0.0005337083,0.0002535543],"study_design_scores_gemma":[0.0003454859,0.00004122607,0.9941033,0.00001244161,0.000009266203,0.00001906876,0.002071985,0.0008815497,0.00220031,0.00007859096,0.0001076541,0.0001291382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904183,0.00001853605,0.0006228335,0.005389351,0.0002854936,0.00008136591,8.192878e-7,0.00002075826,0.003162573],"genre_scores_gemma":[0.9970076,0.00007891197,0.000296491,0.002237733,0.00001178638,0.00002373953,0.000006144257,0.000006005435,0.0003315706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0833576,"threshold_uncertainty_score":0.9408047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008983979650416059,"score_gpt":0.2138648539120464,"score_spread":0.2048808742616303,"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."}}