{"id":"W4386155166","doi":"10.1139/er-2022-0122","title":"The Acadian Forest of New Brunswick in the 21st century: what shifting heat and water balance imply for future stand dynamics and management","year":2023,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ouranos; Université de Moncton; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; New Brunswick Innovation Foundation; Université de Moncton; Canarie","keywords":"Abies balsamea; Black spruce; Climate change; Spruce budworm; Thinning; Balsam; Environmental science; Forest management; Silviculture; Choristoneura fumiferana; Forest dynamics; Ecology; Taiga; Forestry; Disturbance (geology); Geography; Forest ecology; Temperate rainforest; Chronosequence; Agroforestry; Ecosystem; Biology; Tortricidae","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001220035,0.0001872926,0.000238834,0.00002173517,0.0002031113,0.00009467881,0.0002747281,0.0000516438,0.0000170602],"category_scores_gemma":[0.000009566272,0.00009773327,0.00005705458,0.0001095813,0.0001447003,0.0002784399,0.0002363783,0.0001138199,0.00007456555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155335,"about_ca_system_score_gemma":0.000002531749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001586059,"about_ca_topic_score_gemma":0.002197016,"domain_scores_codex":[0.9986113,0.0001310914,0.0003446113,0.0003175818,0.0002174506,0.0003780151],"domain_scores_gemma":[0.9994158,0.0001129536,0.0000751314,0.0003185809,1.754616e-7,0.00007735375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003706873,0.00004405718,0.2111744,0.0003714321,0.00002372734,0.000008779632,0.003926448,0.00002618048,0.0006732263,0.0004006319,0.002577044,0.780737],"study_design_scores_gemma":[0.0005266753,0.00009579738,0.4722574,0.0002010713,0.00002510793,0.00001043167,0.005700847,0.002541827,0.0000604869,0.0001351158,0.5182558,0.0001894083],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967833,0.02603231,0.00001967122,0.002731283,0.0002251082,0.002788423,0.00001052613,0.00001106764,0.0003486162],"genre_scores_gemma":[0.6636053,0.3350419,0.0001861756,0.000355337,0.00008598309,0.000132912,0.00004325542,0.00003094499,0.0005181588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7805476,"threshold_uncertainty_score":0.3985447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007814039515294186,"score_gpt":0.2222775251112795,"score_spread":0.2144634855959854,"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."}}