{"id":"W429978437","doi":"","title":"Biology and Biological Control of Leafy Surface","year":2006,"lang":"en","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Plant Surface Properties and Treatments","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leafy; Biology; Leafy vegetables; Control (management); Computer science; Botany; Artificial intelligence; Food science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001598732,0.0002762535,0.0001258117,0.0002272745,0.0002340713,0.0004597668,0.0002523366,0.0003268789,0.001365967],"category_scores_gemma":[0.0001677268,0.0000947927,0.0001384711,0.00008690237,0.0002904241,0.0002120222,0.0002676394,0.0002782819,0.0003485385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005071029,"about_ca_system_score_gemma":0.0002428697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002219521,"about_ca_topic_score_gemma":0.002834746,"domain_scores_codex":[0.9998529,0.00002636114,0.000005618084,0.0000333339,0.00003758978,0.00004425697],"domain_scores_gemma":[0.9998104,0.00002011153,0.0000557033,0.00001322321,0.00003489506,0.00006573846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002393039,0.0002794029,0.006779475,0.00008417341,0.00001614809,0.0001104183,0.0001172837,0.0001600489,0.9724497,0.0005859684,0.0002468164,0.01893138],"study_design_scores_gemma":[0.0001823593,0.007005243,0.652438,0.00006586709,0.00006844615,0.001004642,0.0009421605,0.004276704,0.2976176,0.001525452,0.03482182,0.00005155875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904668,0.003717099,0.0006632094,0.0002010602,0.00002931351,0.00002597657,0.0001007768,0.00003776286,0.004758156],"genre_scores_gemma":[0.9947271,0.0009335118,0.0002996082,0.0001228471,0.00001568549,0.00002187627,0.0001588043,0.000005461911,0.00371518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002219521,"threshold_uncertainty_score":0.00456959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120647336512784,"score_gpt":0.1653388614793522,"score_spread":0.1532741278280738,"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."}}