{"id":"W4283688067","doi":"10.1111/ele.14060","title":"Global change re‐structures alpine plant communities through interacting abiotic and biotic effects","year":2022,"lang":"en","type":"letter","venue":"Ecology Letters","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Division of Environmental Biology","keywords":"Abiotic component; Ecology; Environmental change; Abundance (ecology); Global change; Climate change; Competition (biology); Density dependence; Community; Global warming; Community structure; Ecosystem; Environmental science; Biotic component; Biology; Alpine plant","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":[0.0009202518,0.0001975652,0.0001783721,0.0001329358,0.0004894193,0.0008492233,0.0003336892,0.002282635,0.002821531],"category_scores_gemma":[0.002563754,0.0001137208,0.0001475631,0.0001720853,0.0007273704,0.0006748896,0.0004239496,0.001520063,0.00133775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006088231,"about_ca_system_score_gemma":0.0002137027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106355,"about_ca_topic_score_gemma":0.005771123,"domain_scores_codex":[0.9996585,0.0001395166,0.00001823597,0.00007943018,0.00007278809,0.00003149001],"domain_scores_gemma":[0.9982703,0.0009696234,0.0002174836,0.0001648276,0.0002229955,0.000154761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001255377,0.0004460306,0.2074948,0.0005459203,0.0002199101,0.006565137,0.001293023,0.007144375,0.07837652,0.01272497,0.2517797,0.4321542],"study_design_scores_gemma":[0.0003393369,0.001256784,0.3588577,0.0002560479,0.0001425925,0.01016833,0.003179088,0.05459284,0.02718518,0.07033328,0.473493,0.0001958384],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5281597,0.005260458,0.008656403,0.4298089,0.003564506,0.00004210261,0.0006866903,0.0004684266,0.02335275],"genre_scores_gemma":[0.8924413,0.003254793,0.004040237,0.08220289,0.003914224,0.00005074667,0.0001854552,0.00006250865,0.01384793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002821531,"threshold_uncertainty_score":0.009438992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01872086267555691,"score_gpt":0.2419888798912931,"score_spread":0.2232680172157361,"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."}}