{"id":"W2134364070","doi":"10.1111/jbi.12092","title":"Long‐term drivers of forest composition in a boreonemoral region: the relative importance of climate and human impact","year":2013,"lang":"en","type":"article","venue":"Journal of Biogeography","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Fisheries and Oceans Canada","funders":"Rural Development Administration; Eesti Teadusfondi","keywords":"Holocene; Tilia; Ecology; Climate change; Shrub; Deciduous; Geography; Peat; Fraxinus; Taiga; Pollen; Subarctic climate; Scots pine; Physical geography; Biology; Botany; Archaeology; Pinus <genus>","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":[0.0003941359,0.00007439202,0.0002347373,0.0003096882,0.000079335,0.000009345013,0.0001482424,0.00007502926,0.0001280141],"category_scores_gemma":[0.000009735502,0.00004370869,0.0001356103,0.0003079149,0.0006072592,0.0002485396,0.00001032454,0.0002329808,0.000001848694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":7.453521e-7,"about_ca_system_score_gemma":0.00001772533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003540617,"about_ca_topic_score_gemma":0.001887996,"domain_scores_codex":[0.9991072,0.0001444736,0.0003559284,0.00007363895,0.000138129,0.0001805845],"domain_scores_gemma":[0.9991531,0.0001591334,0.0004294643,0.00009131592,0.0001052155,0.00006176147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001027829,0.00002434532,0.9992247,0.00002029497,0.00005790652,0.00003810271,0.0002052008,0.00002665914,0.00002895131,0.00009392051,0.0000241165,0.0001530758],"study_design_scores_gemma":[0.0004494747,0.0005862747,0.9967126,0.00005740258,0.00002030594,0.000224156,0.0001026228,0.00004004276,0.0000245915,0.00173945,0.000001182004,0.00004195929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980509,0.001039971,0.00000566353,0.0003327609,0.00003397238,0.0001152694,0.00001156368,0.000001322513,0.0004085802],"genre_scores_gemma":[0.9993701,0.00050004,0.00008237968,0.00002082756,0.00001197049,2.935742e-7,0.00001238922,0.000001037735,9.365398e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002512106,"threshold_uncertainty_score":0.2237472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310554652920767,"score_gpt":0.2562109595922255,"score_spread":0.2431054130630178,"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."}}