{"id":"W4221108277","doi":"10.1016/j.foreco.2022.120129","title":"Mechanisms of forest resilience","year":2022,"lang":"en","type":"article","venue":"Forest Ecology and Management","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":228,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Forest Service","funders":"","keywords":"Disturbance (geology); Ecology; Ecosystem; Psychological resilience; Biological dispersal; Propagule; Persistence (discontinuity); Adaptation (eye); Population; Climate change; Alternative stable state; Organism; Biology; Geography; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001218431,0.0003064098,0.0003130477,0.001332625,0.0006690855,0.00173738,0.000733502,0.0009382336,0.006409266],"category_scores_gemma":[0.003395516,0.0002846468,0.0003637979,0.0003840496,0.003433921,0.00328853,0.001630959,0.0006351945,0.0003863263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007019336,"about_ca_system_score_gemma":0.0004228397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000445145,"about_ca_topic_score_gemma":0.0004987952,"domain_scores_codex":[0.9994541,0.0001345776,0.00001989224,0.0001364374,0.00008912075,0.0001658924],"domain_scores_gemma":[0.9984971,0.0005252038,0.0002723746,0.00040546,0.0001260153,0.0001738348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007417062,0.00004402601,0.0131626,0.0001112002,0.0001081396,0.000248857,0.0009042275,0.01007864,0.006545618,0.9445601,0.001445488,0.02271697],"study_design_scores_gemma":[0.00001846261,0.00008263058,0.03492339,0.00006384978,0.0000478721,0.0004038055,0.001248131,0.00918182,0.001606244,0.9461727,0.006217021,0.00003397704],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7961385,0.002769906,0.06491817,0.006659787,0.000157845,0.00008251218,0.0002862689,0.0003853231,0.1286017],"genre_scores_gemma":[0.9977235,0.0001724796,0.0008265522,0.00005708156,0.0000237021,0.00002211203,0.00002149418,0.000006516411,0.001146541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006409266,"threshold_uncertainty_score":0.0214411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004508246174692068,"score_gpt":0.1998083325487104,"score_spread":0.1953000863740183,"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."}}