{"id":"W2032488677","doi":"10.1016/j.cropro.2010.12.006","title":"Agronomic and economic assessment of intensive pest management of dry bean (Phaseolus vulgaris)","year":2011,"lang":"en","type":"article","venue":"Crop Protection","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Fungicide; Biology; Phaseolus; Agronomy; Fludioxonil; Dry bean; Weed control; Seed treatment; Pesticide; Thiamethoxam; Horticulture; Germination; Imidacloprid","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001143191,0.00006566876,0.000116563,0.00001188735,0.00005953218,0.000006381793,0.00005951134,0.00004210958,0.00008758858],"category_scores_gemma":[0.000001665018,0.00002845766,0.00003636434,0.00003480355,0.00004387408,0.0000436172,0.00003835501,0.00004207475,0.000002591456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002563216,"about_ca_system_score_gemma":0.000003443678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004107963,"about_ca_topic_score_gemma":0.0003297564,"domain_scores_codex":[0.9995494,0.00002190414,0.0001549251,0.0001485699,0.00004066451,0.00008447557],"domain_scores_gemma":[0.9997582,0.000005058704,0.0001344904,0.00003475519,0.00004190566,0.00002552779],"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":[0.00005483551,0.00005192245,0.001429415,0.00004604129,0.00003405507,0.000003317939,0.00005875896,0.000004516094,0.9498074,0.001546519,0.00001284246,0.04695036],"study_design_scores_gemma":[0.0002938222,0.0007823255,0.8261701,0.00009732403,0.00004677884,0.000007223265,0.0015556,0.0006786312,0.1685549,0.001118865,0.0005159173,0.0001784969],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976082,0.00004269236,0.0004751575,0.00002821755,0.0001347917,0.0002935122,0.00003045066,0.00001150609,0.001375459],"genre_scores_gemma":[0.9991967,0.00006918761,0.0005403804,0.000007761754,0.00002555467,0.00001849975,0.0000073594,5.746044e-7,0.0001339748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8247407,"threshold_uncertainty_score":0.116047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902085796975798,"score_gpt":0.2178118556197982,"score_spread":0.1887909976500402,"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."}}