{"id":"W2143428867","doi":"10.1177/0959683614544054","title":"Vegetation dynamics in relation to late Holocene climate variability and disturbance, Outaouais, Québec, Canada","year":2014,"lang":"en","type":"article","venue":"The Holocene","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Tsuga; Pollen; Holocene; Ecological succession; Palynology; Physical geography; Vegetation (pathology); Ecology; Climate change; Macrofossil; Varve; Geology; Chronology; Deciduous; Disturbance (geology); Climatology; Geography; Oceanography; Paleontology; Biology; Sediment","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001289545,0.0001002145,0.0001565666,0.00004595561,0.0001994758,0.00001587138,0.000163609,0.00008286658,0.00004786002],"category_scores_gemma":[0.0002746024,0.00007200704,0.00001273872,0.000204769,0.000130249,0.00007069848,0.00002388776,0.0002294277,0.00005040121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000011308,"about_ca_system_score_gemma":0.0001117175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3430579,"about_ca_topic_score_gemma":0.9110322,"domain_scores_codex":[0.9987245,0.0003694678,0.0001870182,0.0002423332,0.0001307288,0.0003460179],"domain_scores_gemma":[0.9990601,0.0005512247,0.00004767879,0.0002201927,0.00003213286,0.00008865218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006026411,0.000005821386,0.9929121,0.00001675565,0.000003237659,0.00000396994,0.000104214,0.004170945,1.254171e-7,0.0004870216,0.00004206395,0.002193475],"study_design_scores_gemma":[0.0001766129,0.00003996714,0.9324034,0.000007983422,0.000004956583,0.000007954854,0.00002014543,0.06621966,0.000004176446,0.0009337313,0.00009997455,0.0000814816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877033,0.000166225,0.00006386318,0.007011538,0.0001500631,0.0001696445,0.0000161511,0.00001695987,0.004702215],"genre_scores_gemma":[0.9989344,0.00005895306,0.00009237679,0.0007348868,0.00002178792,0.000002716678,0.00007187722,0.000002481487,0.00008046426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5679743,"threshold_uncertainty_score":0.6613167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007581745572895608,"score_gpt":0.2102079784314978,"score_spread":0.2026262328586022,"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."}}