{"id":"W4414895147","doi":"10.1093/treephys/tpaf125","title":"Unraveling intraspecific trait variation in Amazonian secondary forests: interactions among succession, soils, plant height and species strategies","year":2025,"lang":"en","type":"article","venue":"Tree Physiology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Intraspecific competition; Trait; Climate change; Amazonian; Variation (astronomy); Amazon rainforest; Biodiversity; Environmental change; Psychological resilience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009595077,0.0001203338,0.0001847001,0.00009979719,0.0002064663,0.00002311103,0.0001038039,0.00007674072,0.0008292006],"category_scores_gemma":[0.00002308748,0.0001067873,0.00002422358,0.0001730442,0.0003264427,0.0002925649,0.0001087269,0.000219959,0.00001810253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006049126,"about_ca_system_score_gemma":0.00002181936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002890712,"about_ca_topic_score_gemma":0.0800672,"domain_scores_codex":[0.9991618,0.00008014368,0.000236874,0.0002841794,0.00004311631,0.000193921],"domain_scores_gemma":[0.9995943,0.0001957498,0.00007572558,0.000102573,0.000007667211,0.00002403066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000158965,0.0002954916,0.8575628,0.00007451541,0.0001272905,0.00001512642,0.007698617,0.01174815,0.04707294,0.06722795,0.002322394,0.005695758],"study_design_scores_gemma":[0.0002900496,0.00002970647,0.962742,0.00002185089,0.000009254608,0.000001554774,0.001765243,0.007633497,0.00007639531,0.02714681,0.0001895011,0.00009411429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824459,0.00004960567,0.0005537135,0.0005504206,0.0002355069,0.0001156585,0.00001158996,0.00002658418,0.01601103],"genre_scores_gemma":[0.9991077,0.00009107646,0.0001703541,0.00009749787,0.00002789403,0.00003178549,0.00003131446,0.000004527119,0.000437844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051792,"threshold_uncertainty_score":0.9367192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007788798269868314,"score_gpt":0.2308664144541369,"score_spread":0.2230776161842686,"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."}}