{"id":"W2945188450","doi":"10.1088/1748-9326/ab215f","title":"Impacts of climate and insect herbivory on productivity and physiology of trembling aspen (Populus tremuloides) in Alaskan boreal forests","year":2019,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Arctic Sciences; National Aeronautics and Space Administration; U.S. Forest Service; National Science Foundation","keywords":"Productivity; Taiga; Climate change; Environmental science; Dendrochronology; Vegetation (pathology); Normalized Difference Vegetation Index; Ecosystem; Growing season; Biome; Ecology; Agronomy; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002880218,0.0002343475,0.00017104,0.0004232208,0.0003323928,0.0004055102,0.0001223351,0.0001615011,0.0004435033],"category_scores_gemma":[0.0002634475,0.0001117585,0.0001950337,0.0002727016,0.0001903335,0.0002523017,0.0002399308,0.0001390538,0.00006189318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003717785,"about_ca_system_score_gemma":0.0001632499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0129884,"about_ca_topic_score_gemma":0.03128994,"domain_scores_codex":[0.9999195,0.00001697787,0.000009132923,0.00002464542,0.0000162394,0.00001344668],"domain_scores_gemma":[0.9997032,0.00005344374,0.0001043215,0.00001514878,0.00003721806,0.00008672129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001901503,0.00004729672,0.9850869,0.00001804983,0.00005187711,0.0001099195,0.0001541625,0.000291528,0.01272573,0.00001253465,0.00002184459,0.001290034],"study_design_scores_gemma":[4.017128e-7,0.00001792152,0.9997188,5.231213e-7,0.000003157709,0.00001942248,0.00006684408,0.0000645877,0.00008952485,0.000003395876,0.00001475311,6.222371e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999809,0.00003781905,0.0000144378,0.000002136292,4.702771e-7,5.436e-7,0.00006359094,0.00000112701,0.00007089489],"genre_scores_gemma":[0.9997715,0.00002916045,0.00004164496,0.000004204119,8.791495e-7,0.000001271124,0.0001001294,4.731019e-7,0.0000506472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0129884,"threshold_uncertainty_score":0.02582556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718141629941545,"score_gpt":0.2749859568335975,"score_spread":0.247804540534182,"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."}}