{"id":"W2082187042","doi":"10.7202/706076ar","title":"Resistant pests : A producer’s perspective","year":2005,"lang":"en","type":"article","venue":"Phytoprotection","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Business; Food security; Government (linguistics); Integrated pest management; Population; Resource (disambiguation); Environmental planning; Food processing; Natural resource economics; Agriculture; Ecology; Economics; Geography; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001390485,0.00009712221,0.00008924795,0.00001049729,0.0002168187,0.00006051815,0.00008768332,0.00005175987,0.0002416899],"category_scores_gemma":[0.0000562029,0.00003778948,0.00005658032,0.0002224061,0.00002674501,0.0001979978,0.00001552756,0.0001239472,0.0001085011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318913,"about_ca_system_score_gemma":0.000008254024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154906,"about_ca_topic_score_gemma":0.005680565,"domain_scores_codex":[0.9992481,0.00004572516,0.0001061027,0.0002609636,0.0001446557,0.0001944846],"domain_scores_gemma":[0.999724,0.00002127677,0.00005408395,0.00004647921,0.0001183643,0.00003575621],"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":[0.0001220803,0.00006243979,0.00009604444,0.000002461023,0.000007684583,0.000001357865,0.0001628077,0.00001520711,0.9126542,0.002632586,0.000148797,0.08409438],"study_design_scores_gemma":[0.000623269,0.001469807,0.615151,0.00004302512,0.00003062411,0.00005676914,0.002240991,0.0004525858,0.2148016,0.02190228,0.1424487,0.0007793728],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731445,0.0001784385,0.0000119936,0.007537268,0.0001095599,0.0003871332,0.000004535653,0.0002074449,0.01841913],"genre_scores_gemma":[0.9977141,0.00000610859,0.00009019343,0.00009470656,0.001449735,0.00008949687,0.000002568537,7.369446e-7,0.0005523741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6978525,"threshold_uncertainty_score":0.3169889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318479322697522,"score_gpt":0.2170271510269507,"score_spread":0.2038423577999755,"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."}}