{"id":"W2637988653","doi":"10.1016/j.foreco.2017.06.015","title":"Population dynamics and the influence of blight on American chestnut at its northern range limit: Lessons for conservation","year":2017,"lang":"en","type":"article","venue":"Forest Ecology and Management","topic":"Plant and Fungal Interactions Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Chestnut blight; Blight; Population; Range (aeronautics); Biology; Ecology; Geography; Demography; Agronomy; Botany","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":[0.000646637,0.0001030888,0.0001832386,0.0004497521,0.0004860038,0.0008167175,0.0004271093,0.0003392187,0.002458557],"category_scores_gemma":[0.00169015,0.0001276626,0.0001311767,0.000274133,0.001106432,0.0008274608,0.0004190645,0.0005534788,0.0001794133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009755619,"about_ca_system_score_gemma":0.0004744303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06073149,"about_ca_topic_score_gemma":0.1279949,"domain_scores_codex":[0.9998276,0.00005386047,0.000005684989,0.00004529596,0.00002159085,0.00004589367],"domain_scores_gemma":[0.9991467,0.000280447,0.000203118,0.00007396283,0.0001231,0.000172641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002259498,0.0001403942,0.93064,0.00004285749,0.00007353196,0.000302734,0.001778865,0.00222001,0.01507136,0.003866582,0.001682695,0.04395508],"study_design_scores_gemma":[0.000003949607,0.00003328288,0.9931062,0.00001266729,0.00001384467,0.00008235415,0.001823463,0.00239741,0.0002450778,0.001093519,0.001178085,0.00001011463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955981,0.0003728633,0.0002790536,0.0007655158,0.000006047928,0.000002078248,0.00004504066,0.000008365361,0.002922863],"genre_scores_gemma":[0.9994969,0.0001373086,0.00005384312,0.00004337342,0.000007899137,0.00000101287,0.00001683854,0.000001911194,0.0002409101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06073149,"threshold_uncertainty_score":0.120756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637251456023692,"score_gpt":0.2954697954660019,"score_spread":0.279097280905765,"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."}}