{"id":"W3133809282","doi":"10.1007/s40725-021-00137-8","title":"Tree Vitality and Forest Health: Can Tree-Ring Stable Isotopes Be Used as Indicators?","year":2021,"lang":"en","type":"article","venue":"Current Forestry Reports","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vitality; Tree health; Dendrochronology; Crown (dentistry); Tree (set theory); Environmental science; Climate change; Ecology; Geography; Biology; Mathematics","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":[0.0002617299,0.0001708555,0.0002162021,0.00004284473,0.0002013004,0.00008148061,0.00008170238,0.00007005141,0.0001856413],"category_scores_gemma":[0.00004587399,0.0001604811,0.00006093042,0.0002492974,0.000117983,0.0001839803,0.0002277748,0.000195273,0.000007362382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001327078,"about_ca_system_score_gemma":0.0001032351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007685724,"about_ca_topic_score_gemma":0.005299221,"domain_scores_codex":[0.9983316,0.0000443244,0.0004108338,0.0004794652,0.0003722326,0.0003615444],"domain_scores_gemma":[0.9990727,0.00002375752,0.0002392153,0.0003861804,0.000007028321,0.0002710623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002608776,0.00008797626,0.9775594,0.00002981811,0.00001071381,0.0002340832,0.0002352643,0.0003401852,0.0001137539,0.0001963579,0.0004219371,0.02076784],"study_design_scores_gemma":[0.000336724,0.00006198941,0.9384407,0.0001008874,0.00003500611,0.0009844591,0.0001192138,0.003191655,0.0006615781,0.004089027,0.0515509,0.0004278643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928387,0.0004339347,0.0001011375,0.0004884004,0.000314572,0.0001948453,0.00003520379,0.00004908589,0.005544113],"genre_scores_gemma":[0.9987232,0.0001323184,0.0001307988,0.00007375828,0.00003166871,0.00002243005,0.0002507759,0.00001460979,0.0006204273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05112896,"threshold_uncertainty_score":0.6544228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951301789408842,"score_gpt":0.2595110581396304,"score_spread":0.239998040245542,"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."}}