{"id":"W4220662543","doi":"10.3389/fevo.2022.838545","title":"Climate and Species Traits Drive Changes in Holocene Forest Composition Along an Elevation Gradient in Pacific Canada","year":2022,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Tsuga; Pinus contorta; Ecology; Range (aeronautics); Biology; Holocene; Climate change; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000146683,0.000138163,0.0001538693,0.0007970553,0.001156095,0.0006997215,0.0003780895,0.0001986057,0.00115477],"category_scores_gemma":[0.0006535464,0.0001729049,0.0001727795,0.001158046,0.0004688889,0.0001878945,0.000365994,0.0002675063,0.00009689608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003329361,"about_ca_system_score_gemma":0.003590368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9350796,"about_ca_topic_score_gemma":0.9755657,"domain_scores_codex":[0.9998676,0.00001013802,0.000006704599,0.00003572805,0.00003264195,0.00004723264],"domain_scores_gemma":[0.9995009,0.0000459511,0.0000921435,0.00001765937,0.0001894336,0.0001539453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003276837,0.000007134968,0.9924065,0.00001230982,0.00003977312,0.00005930542,0.0005322826,0.0001971773,0.002178261,0.00006387001,0.0002591862,0.004211322],"study_design_scores_gemma":[6.367806e-7,0.00000133303,0.9993417,0.00000373715,0.000005129734,0.0000148714,0.0002687057,0.0001471706,0.00003157203,0.00001027445,0.0001730804,0.000001740451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985625,0.0001579465,0.0000629077,0.00005350927,0.000002059835,0.000002686808,0.0004487749,0.000006402654,0.0007033211],"genre_scores_gemma":[0.9991442,0.0001197268,0.00009502691,0.00001552115,0.000001239198,0.00000214344,0.0003440941,0.000003012605,0.000274996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06492037,"threshold_uncertainty_score":0.1306053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008102581085513611,"score_gpt":0.1887350201006166,"score_spread":0.180632439015103,"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."}}