{"id":"W3110392256","doi":"10.1111/jvs.12974","title":"Advancing and reversing succession as a function of time since fire and insect outbreaks: An 18 year in situ remeasurement of changes in forest composition","year":2020,"lang":"en","type":"article","venue":"Journal of Vegetation Science","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Université du Québec à Montréal","funders":"","keywords":"Chronosequence; Ecological succession; Stand development; Secondary succession; Ecology; Taiga; Spruce budworm; Clearcutting; Snag; Environmental science; Forestry; Geography; Biology; Habitat","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001415845,0.00005521912,0.0001491624,0.0001211978,0.00004464826,0.00001795482,0.00008928192,0.00002292173,0.000006681615],"category_scores_gemma":[0.0001704814,0.00004956563,0.00001070535,0.0004745727,0.0001307125,0.001021107,0.00003883087,0.000075225,0.000001462727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001279904,"about_ca_system_score_gemma":0.00002587098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001379518,"about_ca_topic_score_gemma":0.0005859205,"domain_scores_codex":[0.998906,0.00009082396,0.0002921708,0.0001387846,0.0004791216,0.00009310197],"domain_scores_gemma":[0.9994003,0.00004954368,0.0003812823,0.00005027867,0.00004319226,0.00007541946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008663167,0.00003106677,0.1273897,0.00005465905,8.18607e-7,0.000002791422,0.001406616,0.001915934,0.8630943,0.000002718466,0.000002722319,0.006012083],"study_design_scores_gemma":[0.0005775788,0.0008664876,0.9270985,0.0006085364,0.00000690863,0.00001549,0.0002841371,0.03277683,0.03765346,0.00004144164,0.00000834261,0.00006229658],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990316,0.0001018024,0.0002909041,0.000283508,0.00004423351,0.0001188824,2.962369e-7,0.000002059752,0.0001266815],"genre_scores_gemma":[0.9990768,0.00002667852,0.0008337154,0.00004671315,0.00001173496,5.329238e-7,2.808921e-7,0.000002849517,6.790673e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8254408,"threshold_uncertainty_score":0.2021228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639313269005927,"score_gpt":0.2471218438289477,"score_spread":0.2307287111388884,"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."}}