{"id":"W2967853296","doi":"10.1016/j.foreco.2019.117500","title":"Drivers of lodgepole pine recruitment across a gradient of bark beetle outbreak and wildfire in British Columbia","year":2019,"lang":"en","type":"article","venue":"Forest Ecology and Management","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Canadian Forest Service; Natural Sciences and Engineering Research Council of Canada; Simon Fraser University; Ministry of Environment; Oregon State University","keywords":"Mountain pine beetle; Pinus contorta; Ecology; Dendroctonus; Outbreak; Bark beetle; Snag; Disturbance (geology); Environmental science; Biology; Geography; Habitat; Bark (sound)","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":[0.0004849628,0.0001926315,0.000341082,0.001172702,0.00176298,0.001435201,0.0009740141,0.0005295577,0.002881184],"category_scores_gemma":[0.001988489,0.0003853662,0.0002492057,0.001570071,0.0009558198,0.000414201,0.001161174,0.000832524,0.000271546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007439276,"about_ca_system_score_gemma":0.007180083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9657088,"about_ca_topic_score_gemma":0.9923768,"domain_scores_codex":[0.9995283,0.00008477385,0.00002489061,0.00009245507,0.00006150167,0.0002080634],"domain_scores_gemma":[0.9973942,0.0005001826,0.000374957,0.00009153405,0.0006214837,0.001017544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008249296,0.00004456502,0.995077,0.000009849457,0.00005108089,0.0001133526,0.0009400223,0.0002399518,0.0006239863,0.00008719393,0.000517197,0.002213436],"study_design_scores_gemma":[0.000002386173,0.000003510744,0.9978796,0.000008895749,0.000008918965,0.0000185133,0.001598106,0.0002391436,0.00002247859,0.00001867475,0.0001949033,0.000004983733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988232,0.0001261878,0.00003511801,0.0001283918,0.000003562961,0.000004342846,0.00026271,0.000003483858,0.000612965],"genre_scores_gemma":[0.998874,0.00008378736,0.00002853188,0.00004126568,0.000001434302,0.000004559188,0.0001658895,0.000002847804,0.0007976475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03429121,"threshold_uncertainty_score":0.06898624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005410438916446189,"score_gpt":0.2065786952486326,"score_spread":0.2011682563321864,"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."}}