{"id":"W2756374833","doi":"","title":"Interception of pathogens during quarantine processing: an effort towards safe import of oilseed and vegetable Brassicas germplasm in India","year":2017,"lang":"en","type":"article","venue":"Journal of oilseed Brassica","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Alternaria brassicicola; Germplasm; Bipolaris; Rhizoctonia solani; Horticulture; Quarantine; Xanthomonas campestris pv. campestris; Agronomy; Xanthomonas campestris; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003786448,0.0001819845,0.00045925,0.000167414,0.00010137,0.00004812079,0.0003026212,0.0001584792,0.000008463539],"category_scores_gemma":[0.0001606162,0.0001550507,0.0001480039,0.00006375505,0.0001617549,0.00005960943,0.0001084065,0.0001592741,3.255144e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001406797,"about_ca_system_score_gemma":0.0002019493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001488825,"about_ca_topic_score_gemma":0.00002148759,"domain_scores_codex":[0.998578,0.00004327725,0.0006913085,0.0002236361,0.0002349046,0.0002289086],"domain_scores_gemma":[0.9982184,0.000008196261,0.001123668,0.0003009204,0.0001867081,0.0001620793],"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":[0.0005684542,0.0002369293,0.1793143,0.000186254,0.0000426708,0.00007034227,0.00008886909,0.000008201391,0.8156036,0.000006059086,0.0000114833,0.00386284],"study_design_scores_gemma":[0.001207397,0.00046082,0.7987157,0.0002398201,0.00006037933,0.0001939613,0.00006832334,0.00007868397,0.1987433,0.00001884752,0.00007417511,0.0001385536],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984965,0.000548978,0.00004109786,0.00004255029,0.00009538542,0.00008140968,0.0001088124,0.000002622081,0.0005826654],"genre_scores_gemma":[0.9988647,0.000330019,0.00052515,0.00001570318,0.0001601821,0.000002284695,0.00002082937,0.00001912551,0.00006200462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6194014,"threshold_uncertainty_score":0.6322785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054596476078323,"score_gpt":0.2669323751213993,"score_spread":0.256386410360616,"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."}}