{"id":"W4321253278","doi":"10.3390/f14020412","title":"Evidence for 40 Years of Treeline Shift in a Central Alpine Valley","year":2023,"lang":"en","type":"article","venue":"Forests","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"AgroParisTech","keywords":"Climate change; Shrub; Vegetation (pathology); Ecosystem; Environmental science; Ecology; Disturbance (geology); Physical geography; Permafrost; Geography; Geology","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":[0.0002427076,0.00006844541,0.0001347912,0.0001448095,0.00001967343,0.00001196745,0.0001703599,0.00003933167,0.0002020926],"category_scores_gemma":[0.0005125252,0.00006340983,0.0000537257,0.0003476887,0.00003948424,0.0001325854,0.00001211195,0.00004642585,0.0001392029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000383886,"about_ca_system_score_gemma":0.00005117827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001451928,"about_ca_topic_score_gemma":0.09494605,"domain_scores_codex":[0.9991344,0.00003425169,0.0001884348,0.0001585974,0.0001581593,0.0003262004],"domain_scores_gemma":[0.9989771,0.0007643997,0.00004581803,0.0001354639,0.00001202332,0.00006520034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003780396,0.000008941372,0.9730474,0.00005151968,0.000005133067,0.00002527225,0.0002113528,0.005675808,0.00003852911,0.00003615887,0.0005311698,0.01999065],"study_design_scores_gemma":[0.0003064595,0.0001407665,0.9886991,0.0001273258,0.00000445823,0.000001497659,0.00001743503,0.008901554,0.0000497063,0.0005748085,0.001107264,0.00006963809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986251,0.0004367637,0.0000320371,0.0003373546,0.0001590077,0.000185627,0.0001161465,0.00004958045,0.00005838706],"genre_scores_gemma":[0.9992036,0.0002037815,0.0003270684,0.00001810932,0.0000561647,0.000002714548,0.00007035842,0.000003950382,0.000114203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09349412,"threshold_uncertainty_score":0.9215688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06194834917016999,"score_gpt":0.2996195381271509,"score_spread":0.2376711889569809,"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."}}