{"id":"W2059596088","doi":"10.1139/x01-124","title":"Prediction of stand susceptibility and gypsy moth defoliation in Coastal Plain mixed pinehardwoods","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest ecology and management","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Forest Service","keywords":"Gypsy moth; Lymantria dispar; Basal area; Biology; Forestry; Ecology; PEST analysis; Coastal plain; Infestation; Geography; Lepidoptera genitalia; Agronomy; Botany","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0003701288,0.0003956595,0.0002215976,0.000535959,0.0001561405,0.0004050045,0.0002522781,0.0002509716,0.0006167778],"category_scores_gemma":[0.0005591694,0.0002249738,0.0003208007,0.000187328,0.00009486721,0.0001899239,0.0001722947,0.0001678416,0.0001706904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004688067,"about_ca_system_score_gemma":0.0002968382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02125739,"about_ca_topic_score_gemma":0.03607897,"domain_scores_codex":[0.9999304,0.00001308858,0.000005578423,0.00001973056,0.00001296458,0.00001824387],"domain_scores_gemma":[0.9995748,0.0001864017,0.0001007057,0.00001640566,0.00004908866,0.00007252515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002202595,0.0002154338,0.9415521,0.00001801285,0.00006052275,0.0001863775,0.00005260911,0.04114787,0.007657914,0.00003626857,0.0001221328,0.00873045],"study_design_scores_gemma":[0.00001515491,0.0002270012,0.7264319,0.000006320259,0.00001977493,0.00009280258,0.0001194919,0.2715777,0.001317253,0.00005027606,0.000133302,0.000008965099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996651,0.00001488946,0.0001818811,0.000004144337,4.228066e-7,0.000002863054,0.0000663168,0.000008320786,0.00005592951],"genre_scores_gemma":[0.9990588,0.00001931947,0.0004100082,0.000003628657,0.000001038371,0.000004212504,0.0003541056,0.000001697366,0.0001472436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02125739,"threshold_uncertainty_score":0.04226732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03486574819508937,"score_gpt":0.2788278325006137,"score_spread":0.2439620843055244,"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."}}