{"id":"W4388949144","doi":"10.1002/ecs2.4710","title":"Climate, fire disturbance regime, and vegetation response of the past 2500 years for central Nova Scotia","year":2023,"lang":"en","type":"article","venue":"Ecosphere","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Department of Agriculture; University of Ottawa","funders":"","keywords":"Disturbance (geology); Climate change; Vegetation (pathology); Fire regime; Geography; Physical geography; Forest dynamics; Ecology; Period (music); Environmental science; Fire ecology; Climatology; Ecosystem; Geology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002495331,0.0001497943,0.0001376281,0.000826151,0.0004182924,0.0004989383,0.0002353242,0.000166095,0.001282423],"category_scores_gemma":[0.0004854953,0.0001070786,0.0002542931,0.0006858547,0.0001890929,0.0001091866,0.0002858459,0.0001827086,0.0001911413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001856285,"about_ca_system_score_gemma":0.001360916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7580121,"about_ca_topic_score_gemma":0.8931504,"domain_scores_codex":[0.9999042,0.000009652499,0.0000120292,0.00002651818,0.00001718879,0.0000304046],"domain_scores_gemma":[0.9993299,0.00006586729,0.0001974042,0.00003395317,0.0001803904,0.0001925234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006219208,0.00001376538,0.9971297,0.00001396149,0.00005594387,0.0001129283,0.00008372101,0.0002029289,0.0005774122,0.0000156959,0.000287559,0.00144426],"study_design_scores_gemma":[0.000001593713,0.000005333429,0.9996144,0.00000488412,0.000005359836,0.00002427965,0.00008499909,0.0001077276,0.00002091979,0.0000021251,0.000127491,9.371494e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969615,0.0002146895,0.00002716728,0.0000362365,0.000007120556,0.000006334476,0.002159408,0.000004292769,0.0005832088],"genre_scores_gemma":[0.9984183,0.00008696655,0.00004056995,0.00001596136,0.000002826784,0.000004018613,0.001066205,0.000001423434,0.0003635944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2419879,"threshold_uncertainty_score":0.4868259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01515254464080155,"score_gpt":0.2403918648880123,"score_spread":0.2252393202472108,"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."}}