{"id":"W4381929744","doi":"10.1111/avsc.12733","title":"Woody plant encroachment in granite barrens on the Frontenac Arch, eastern Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Applied Vegetation Science","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Pine barrens; Vegetation (pathology); Woody plant; Shrub; Geography; Plant community; Crown (dentistry); Ecology; Juniper; Forestry; Ecological succession; Biology","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":[0.0001454187,0.0001583205,0.000146902,0.001166727,0.002205829,0.0008157678,0.0004607247,0.0001882582,0.001896328],"category_scores_gemma":[0.0003990533,0.0001872362,0.00013429,0.00125021,0.0007257347,0.0001901124,0.0004859693,0.0002203142,0.0001936701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009738734,"about_ca_system_score_gemma":0.006796042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899559,"about_ca_topic_score_gemma":0.9987099,"domain_scores_codex":[0.999792,0.00001026858,0.000005893545,0.00003646184,0.00007948445,0.00007596896],"domain_scores_gemma":[0.999385,0.00003487209,0.0001440682,0.00001709553,0.000261064,0.0001579747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001556788,0.00003916597,0.9684016,0.0000992651,0.00003662477,0.0005207199,0.006843485,0.000184627,0.004046312,0.0001878798,0.001778952,0.01770579],"study_design_scores_gemma":[0.000002119401,0.000006917226,0.9962913,0.00001889445,0.000003738157,0.0000314035,0.001881733,0.00005132655,0.00004772172,0.000009477333,0.0016522,0.000003246002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994985,0.0005365644,0.00006926288,0.0001035886,0.00000531785,0.00002042691,0.0008332336,0.000008543209,0.00343802],"genre_scores_gemma":[0.996027,0.000363545,0.0002029251,0.00003658151,0.00000291575,0.00001053375,0.0004383111,0.000002784271,0.002915322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100441,"threshold_uncertainty_score":0.07065976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269656770199673,"score_gpt":0.1975184638129088,"score_spread":0.1848218961109121,"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."}}