{"id":"W3122159114","doi":"10.1002/ps.6293","title":"Crop protection compounds – trends and perspective","year":2021,"lang":"en","type":"article","venue":"Pest Management Science","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Greenfield Research (Canada)","funders":"","keywords":"Crop protection; Fungicide; Crop; Toxicology; Pesticide; Natural resource economics; Business; Biotechnology; Agricultural science; Agricultural economics; Agroforestry; Biology; Agronomy; Economics","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":[0.001322754,0.000501224,0.0004849522,0.002896208,0.000289962,0.002888591,0.0005592806,0.001474406,0.007870219],"category_scores_gemma":[0.002223021,0.0001977501,0.0003010138,0.005234949,0.0006684815,0.004182045,0.0006912753,0.001880336,0.003315067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002344446,"about_ca_system_score_gemma":0.002380137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004065976,"about_ca_topic_score_gemma":0.006689938,"domain_scores_codex":[0.9994711,0.00006708889,0.00007456024,0.0001459659,0.000174105,0.00006716404],"domain_scores_gemma":[0.9966514,0.0008271702,0.0007353587,0.00005431436,0.001343175,0.0003887138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003866533,0.0001812209,0.007447055,0.00728135,0.00008222336,0.0002672602,0.0002032848,0.0005491253,0.002726922,0.016757,0.06809659,0.8960213],"study_design_scores_gemma":[0.0000153788,0.0005248924,0.01831552,0.002757291,0.00006100457,0.0009531734,0.0005950134,0.0002401628,0.001282964,0.003962051,0.9712648,0.00002779441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006861886,0.9411321,0.0004939109,0.03040476,0.001387509,0.00001222639,0.000969461,0.00007115475,0.01866701],"genre_scores_gemma":[0.02756307,0.9557976,0.000850437,0.008373441,0.002615903,0.00001243856,0.0007741487,0.00002131481,0.003991712],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007870219,"threshold_uncertainty_score":0.0263285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829220101943273,"score_gpt":0.2396797735166225,"score_spread":0.2213875724971897,"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."}}