{"id":"W2126982037","doi":"10.1139/x06-013","title":"The ecology of forest insect invasions and advances in their management","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Ecology; Invasive species; Biology; Introduced species; Ecosystem; Forest ecology; Geography; Agroforestry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0019392,0.0003706775,0.0004719705,0.002153139,0.001107238,0.002468504,0.0008949438,0.0009630385,0.003148419],"category_scores_gemma":[0.002749653,0.0002470762,0.0002943857,0.003015144,0.002995562,0.001779132,0.0006449042,0.001151791,0.0002897277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007005238,"about_ca_system_score_gemma":0.005482765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3203161,"about_ca_topic_score_gemma":0.543713,"domain_scores_codex":[0.9989364,0.0001560109,0.00004310694,0.0001063231,0.0005233547,0.0002348775],"domain_scores_gemma":[0.9982001,0.0003371369,0.0004618139,0.00005678336,0.0005619715,0.0003821758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002399962,0.0001618631,0.1642203,0.002337476,0.0001363549,0.001255422,0.002977938,0.004251403,0.008410183,0.03336887,0.03350031,0.7491399],"study_design_scores_gemma":[0.00001511545,0.0001536202,0.7469279,0.0005430821,0.00004654107,0.001335074,0.004520786,0.00112995,0.0006315684,0.009312378,0.2352915,0.00009244911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1868129,0.6579874,0.003962927,0.05459868,0.001153121,0.0001023016,0.0005402315,0.0001142102,0.09472831],"genre_scores_gemma":[0.503473,0.4774336,0.005547521,0.002667241,0.0012677,0.00003206974,0.0003876147,0.00002168702,0.009169674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3203161,"threshold_uncertainty_score":0.6369034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02691757275486088,"score_gpt":0.2645955603624969,"score_spread":0.237677987607636,"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."}}