{"id":"W2995532750","doi":"10.3390/f10121137","title":"Protection Strategy against Spruce Budworm","year":2019,"lang":"en","type":"article","venue":"Forests","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Resources Canada; Atlantic Canada Opportunities Agency","keywords":"Spruce budworm; Outbreak; PEST analysis; Biology; Lepidoptera genitalia; Toxicology; Ecology; Tortricidae; Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001957882,0.000312707,0.0002346773,0.000292162,0.0002501713,0.0003684122,0.0004657875,0.0004120458,0.002337493],"category_scores_gemma":[0.0001052976,0.00006437102,0.0001924683,0.00009688582,0.0001659536,0.0002494826,0.0002444893,0.0005220671,0.0004381571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004109144,"about_ca_system_score_gemma":0.0005542311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002829121,"about_ca_topic_score_gemma":0.006179959,"domain_scores_codex":[0.9998891,0.00001579988,0.000005163839,0.00002386555,0.00003043672,0.0000357234],"domain_scores_gemma":[0.9999197,0.000007134447,0.0000231519,0.000002930533,0.00001558901,0.00003154468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001029007,0.001231027,0.006786764,0.001500733,0.0001042915,0.0006727087,0.0003580872,0.002057068,0.5672559,0.002751207,0.00789879,0.4083544],"study_design_scores_gemma":[0.000702889,0.02304267,0.1587926,0.001220721,0.0004756787,0.003824507,0.001112043,0.007107165,0.3787665,0.003362116,0.4215055,0.00008764943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877528,0.04433244,0.02034293,0.004527483,0.0005097451,0.0006267013,0.0003229754,0.0006005664,0.04098437],"genre_scores_gemma":[0.9636013,0.0129408,0.007002443,0.001221999,0.0001338588,0.00008085522,0.0002515297,0.00001492516,0.01475237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002829121,"threshold_uncertainty_score":0.007819653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009003521968817554,"score_gpt":0.2092034518761854,"score_spread":0.2001999299073679,"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."}}