{"id":"W4206598694","doi":"10.1016/j.agrformet.2022.108827","title":"Dynamic biotic controls of leaf thermoregulation across the diel timescale","year":2022,"lang":"en","type":"article","venue":"Agricultural and Forest Meteorology","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Research Institute for Sustainable Urban Development, Hong Kong Polytechnic University; Innovation and Technology Fund; National Natural Science Foundation of China","keywords":"Diel vertical migration; Thermoregulation; Biology; Stomatal conductance; Photosynthesis; Photosynthetic capacity; Temperate climate; Ecology; Abiotic component; Atmospheric sciences; Energy balance; Transpiration; Environmental science; Botany; Physics","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":[0.000322865,0.0002671446,0.0002789092,0.0001438741,0.0001859029,0.0007170236,0.0002867805,0.0002739454,0.0005395552],"category_scores_gemma":[0.0005540874,0.0001415341,0.0002922784,0.000129039,0.0002314802,0.0004226481,0.0003602744,0.0002951256,0.0001036216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004630192,"about_ca_system_score_gemma":0.000164816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877805,"about_ca_topic_score_gemma":0.002437633,"domain_scores_codex":[0.9999177,0.00002376,0.000004341087,0.00003646945,0.0000069318,0.00001087184],"domain_scores_gemma":[0.9997393,0.0001394925,0.00004846138,0.00002690133,0.00002170616,0.00002408415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002498076,0.0001943147,0.3979492,0.0002737589,0.0005493622,0.0003049545,0.0004857486,0.3544137,0.2096256,0.007834231,0.0009000932,0.0272193],"study_design_scores_gemma":[0.00001477582,0.0000700723,0.3763975,0.00001288585,0.00006737155,0.00009192806,0.0001596454,0.6134579,0.00581236,0.002660576,0.001219614,0.0000352505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920083,0.0001374003,0.006665159,0.00005314376,0.000004175168,0.000006752136,0.0002963341,0.00005573669,0.0007728685],"genre_scores_gemma":[0.9989697,0.00005134027,0.0006931208,0.00001600909,0.000001177644,0.000009545929,0.0001204794,0.000008719496,0.0001298796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001877805,"threshold_uncertainty_score":0.003733695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003786591372890892,"score_gpt":0.1877705037202066,"score_spread":0.1839839123473158,"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."}}