{"id":"W2024660917","doi":"10.1890/09-1881.1","title":"Seed release in serotinous lodgepole pine forests after mountain pine beetle outbreak","year":2011,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pinus contorta; Canopy; Mountain pine beetle; Forest floor; Ecology; Seed predation; Interception; Biology; Environmental science; Seed dispersal; Forestry; Geography; Ecosystem; Population; Biological dispersal","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002604292,0.0001779528,0.0002111525,0.00004353044,0.0000971765,0.00001629376,0.0003412102,0.0001461957,0.00466242],"category_scores_gemma":[0.00005568573,0.0001506941,0.00005781319,0.0004082616,0.0001490574,0.0001243622,0.0002489547,0.0001894714,0.006428578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003583667,"about_ca_system_score_gemma":0.00001224164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163861,"about_ca_topic_score_gemma":0.006549571,"domain_scores_codex":[0.9985206,0.0000812289,0.0003389097,0.0004819203,0.0001684874,0.0004088467],"domain_scores_gemma":[0.9991943,0.00008738348,0.00009269802,0.000441293,0.00000940785,0.000174905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006683422,0.001502013,0.9900141,0.00002315811,0.000009611652,0.00005345707,0.0002952483,0.0002238968,0.002384138,0.0008397278,0.0009061154,0.003681716],"study_design_scores_gemma":[0.0003210298,0.0001426598,0.98968,0.000005149693,0.000006863648,0.000009267566,0.00001824798,0.001922049,0.0002452342,0.001618669,0.005839821,0.0001909994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981402,0.00002260073,0.001243557,0.0003083776,0.00004237969,0.001480074,0.00002064056,0.0001338327,0.01534654],"genre_scores_gemma":[0.9938753,0.000003609907,0.001826969,0.0004113668,0.00004776252,0.003135569,0.00001910899,0.00001856222,0.0006617781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01468476,"threshold_uncertainty_score":0.9962475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009957492389308497,"score_gpt":0.2134250535503496,"score_spread":0.2034675611610411,"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."}}