{"id":"W4366829550","doi":"10.3390/f14050861","title":"Life History Traits of the Pentatomidae (Hemiptera) for the Development of Pest Management Tools","year":2023,"lang":"en","type":"article","venue":"Forests","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"University of Pretoria","keywords":"Pentatomidae; Biology; Sex pheromone; Mating; Integrated pest management; PEST analysis; Pheromone; Hemiptera; Mating disruption; Ecology; Pest control; Life history; Zoology; Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002426445,0.0003555698,0.0002527363,0.0007993318,0.000147053,0.0004444791,0.0001450358,0.0002359517,0.002467895],"category_scores_gemma":[0.0003690085,0.0001017197,0.0002378234,0.0005426027,0.0000970793,0.0004879422,0.0001830485,0.0002678429,0.0005034795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762995,"about_ca_system_score_gemma":0.0002005264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001699663,"about_ca_topic_score_gemma":0.005003571,"domain_scores_codex":[0.9999055,0.00001914258,0.00001122036,0.00002218314,0.00003169334,0.00001030565],"domain_scores_gemma":[0.9998105,0.00005635079,0.00007398876,0.000005865495,0.00003437884,0.00001890684],"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":[0.0002089448,0.0001342125,0.119909,0.004523825,0.0001699154,0.0007486486,0.0004105031,0.0004919868,0.08118448,0.001613872,0.005975351,0.7846292],"study_design_scores_gemma":[0.00001913007,0.0007574887,0.8709688,0.001371072,0.0004335268,0.003338024,0.0007523525,0.001534013,0.006348644,0.001851837,0.1125689,0.00005617757],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.463051,0.4687681,0.01920904,0.002864598,0.0005052314,0.0003376681,0.005188223,0.0001888416,0.03988742],"genre_scores_gemma":[0.7760068,0.1776298,0.02901208,0.0008818883,0.000290667,0.0001849436,0.003655737,0.00003540697,0.0123028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002467895,"threshold_uncertainty_score":0.008255959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07030028583300722,"score_gpt":0.2458375765603565,"score_spread":0.1755372907273493,"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."}}