{"id":"W2126358989","doi":"10.1139/x03-170","title":"A modelling approach to assess the long-term impact of beech bark disease in northern hardwood forest","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Beech; Tsuga; Bark (sound); Biology; Ecology; Ecological succession; Forestry; Population; Geography; Demography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005170711,0.0004218165,0.000259423,0.0003678523,0.0003737596,0.000517769,0.0005232235,0.0004022352,0.000461201],"category_scores_gemma":[0.0009523624,0.0001760152,0.0003959205,0.0002665168,0.0002260142,0.0005884927,0.0003619541,0.0002502884,0.00004319652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103924,"about_ca_system_score_gemma":0.0008799114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04004971,"about_ca_topic_score_gemma":0.05487221,"domain_scores_codex":[0.9998636,0.00005831879,0.000007226055,0.00002215422,0.00002527778,0.00002334753],"domain_scores_gemma":[0.9997219,0.0001356888,0.00006197902,0.00001916069,0.00003184807,0.00002937134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004623373,0.00005149901,0.02112031,0.00003008022,0.00006395137,0.00007135393,0.00007953596,0.9705775,0.001894737,0.001641958,0.00006764654,0.004355214],"study_design_scores_gemma":[0.00001090575,0.00009106827,0.008374152,0.000005601174,0.00002510224,0.00004646684,0.00007923475,0.9895387,0.0003415546,0.00114824,0.0003303965,0.000008655929],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547125,0.0002543441,0.04235118,0.0001125644,0.000009434289,0.0000446031,0.000213764,0.00007654009,0.002225152],"genre_scores_gemma":[0.988921,0.000123491,0.01035185,0.000008680012,0.000004381244,0.00003082272,0.00009631967,0.000004761128,0.0004585283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04004971,"threshold_uncertainty_score":0.07963318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06486348090102555,"score_gpt":0.3113728082843717,"score_spread":0.2465093273833461,"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."}}