{"id":"W1979374577","doi":"10.1046/j.1439-0418.2000.00440.x","title":"Assessment of site characteristics as predictors of the vulnerability of Norway spruce (<i>Picea abies</i> Karst.) stands to attack by <i>Ips typographus</i> L. (Col., Scolytidae)","year":2000,"lang":"en","type":"article","venue":"Journal of Applied Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Picea abies; Karst; Bark beetle; Forestry; Vulnerability (computing); Ecology; Bark (sound); Forester; National park; Biology; Regression analysis; Altitude (triangle); Physical geography; Statistics; Geography; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000988113,0.0001936283,0.0005753365,0.00009083884,0.000074008,0.000006171031,0.0006089968,0.0001581482,0.003061877],"category_scores_gemma":[0.00003275297,0.0001460998,0.0001803515,0.000481474,0.0006264424,0.00008127974,0.0002255859,0.0003297128,0.0000292168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001568457,"about_ca_system_score_gemma":0.00005813869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007226941,"about_ca_topic_score_gemma":0.0001088909,"domain_scores_codex":[0.9977596,0.0001278889,0.001035183,0.0002373782,0.0005325867,0.0003073484],"domain_scores_gemma":[0.9983532,0.0001386388,0.00089401,0.0004264627,0.0000556616,0.0001320055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001069927,0.001583321,0.7981232,0.0001353556,0.0002982895,0.00001287342,0.001130736,0.008713546,0.1712232,0.001291548,0.01432088,0.002097124],"study_design_scores_gemma":[0.0009271785,0.001129869,0.9737654,0.00002976333,0.0001390278,0.00002130616,0.00007196325,0.0000334771,0.01543209,0.0006651038,0.007638206,0.0001466364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814525,0.00001503062,0.0001370847,0.0001420839,0.0003082077,0.0004566266,0.00005778693,0.000004924607,0.01742576],"genre_scores_gemma":[0.9984646,0.00007190969,0.0005398212,0.0004879464,0.00003634709,0.00001392891,0.000003444755,0.0000134425,0.0003685464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1756422,"threshold_uncertainty_score":0.9978495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005415947856174374,"score_gpt":0.2388967602088294,"score_spread":0.233480812352655,"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."}}