{"id":"W2079827212","doi":"10.1007/s11356-014-3628-7","title":"Alternatives to neonicotinoid insecticides for pest control: case studies in agriculture and forestry","year":2014,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Adessium Foundation; Universiteit Utrecht; Triodos Foundation","keywords":"Integrated pest management; Pest control; Agriculture; PEST analysis; Neonicotinoid; Agroforestry; Business; Pesticide; Biology; Ecology; Imidacloprid","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003533992,0.0005008577,0.0005549804,0.0009463716,0.002778318,0.001420772,0.001088713,0.001876964,0.001696868],"category_scores_gemma":[0.003859274,0.0001730867,0.0006128259,0.00195443,0.001255803,0.00120932,0.001297165,0.0009642384,0.0001034297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004248809,"about_ca_system_score_gemma":0.002054445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03315261,"about_ca_topic_score_gemma":0.1246732,"domain_scores_codex":[0.9972096,0.001692577,0.00009624804,0.00009489412,0.0004691844,0.0004374748],"domain_scores_gemma":[0.997595,0.001594334,0.0002867556,0.00009274712,0.0002422507,0.0001889243],"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":[0.003679175,0.01035448,0.1796813,0.009228418,0.0008926598,0.09984525,0.04796663,0.07436134,0.02120255,0.08170631,0.009207064,0.4618748],"study_design_scores_gemma":[0.001516049,0.02364061,0.2051985,0.004570633,0.001664457,0.03011344,0.2821786,0.05298222,0.0305294,0.03722569,0.3299563,0.0004242246],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609402,0.009049362,0.001498916,0.001539326,0.00002323715,0.0003997692,0.0001211751,0.000009329337,0.02641867],"genre_scores_gemma":[0.9815856,0.009793166,0.005842588,0.000221749,0.00001626967,0.0001175089,0.00006155506,0.000004686183,0.002356742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03315261,"threshold_uncertainty_score":0.06591928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07090692375916859,"score_gpt":0.362106698884076,"score_spread":0.2911997751249075,"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."}}