{"id":"W2945141121","doi":"10.3390/f10050448","title":"Positive Results of an Early Intervention Strategy to Suppress a Spruce Budworm Outbreak after Five Years of Trials","year":2019,"lang":"en","type":"article","venue":"Forests","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service; Forest Protection Limited (Canada); Government of New Brunswick; University of New Brunswick","funders":"Natural Resources Canada; Atlantic Canada Opportunities Agency","keywords":"Spruce budworm; Abies balsamea; Choristoneura fumiferana; Population; Balsam; Overwintering; Context (archaeology); Forestry; Biology; Geography; Ecology; Medicine; Horticulture; Larva; Environmental health; Tortricidae","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006300315,0.00009015785,0.0002495382,0.00006280987,0.00001206541,0.000009245712,0.0002083128,0.00007194894,0.0008643013],"category_scores_gemma":[0.00008725898,0.00008477802,0.00009955364,0.0001281618,0.0000775078,0.0002168791,0.0001891204,0.00005830788,0.0003796553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004429496,"about_ca_system_score_gemma":0.0000043401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003581972,"about_ca_topic_score_gemma":0.01362144,"domain_scores_codex":[0.9988573,0.0001363809,0.0004111293,0.000241691,0.0001807247,0.000172833],"domain_scores_gemma":[0.9993533,0.00008398772,0.0002068788,0.0002789506,0.0000138519,0.00006304125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03125366,0.003602804,0.7640168,0.0003169897,0.0006346221,0.0002136298,0.02037861,0.03646579,0.02762984,0.004725948,0.007497092,0.1032642],"study_design_scores_gemma":[0.001046314,0.001965051,0.9927126,0.00004790083,0.0000229444,0.000001003926,0.00007807383,0.00009517772,0.003082286,0.0007487935,0.0001110713,0.00008874566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996242,0.000005729055,0.00003317591,0.0000168483,0.000160642,0.0006351143,0.0001190388,0.000009860084,0.002777556],"genre_scores_gemma":[0.9976902,9.933265e-7,0.0002080176,0.0000347515,0.00001326718,0.00003033381,0.00002402896,0.000008344006,0.001990067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2286959,"threshold_uncertainty_score":0.9463493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034185830796623,"score_gpt":0.2646632064371133,"score_spread":0.2543213481291471,"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."}}