{"id":"W2233615440","doi":"","title":"Qualitative Risk Assessment: Cyclospora cayetanensis on Fresh Raspberries and Blackberries Imported into Canada","year":2016,"lang":"en","type":"article","venue":"Food Protection Trends","topic":"Plant Disease Management Techniques","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cyclospora cayetanensis; Cyclospora; Biology; Food science; Microbiology; Cryptosporidium; Feces","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":[0.00134682,0.0002251292,0.0001613675,0.001597841,0.003795559,0.001198178,0.0006129649,0.0003969735,0.002368561],"category_scores_gemma":[0.002043132,0.0001246103,0.0002369561,0.001449338,0.001042563,0.0002805237,0.001036353,0.0003669833,0.0001183011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01657773,"about_ca_system_score_gemma":0.009655591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8449711,"about_ca_topic_score_gemma":0.9408985,"domain_scores_codex":[0.9990663,0.0003305981,0.00003377095,0.00006373578,0.0002974692,0.00020805],"domain_scores_gemma":[0.9978449,0.0006209326,0.000372795,0.00004874948,0.0009287188,0.0001839665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006068391,0.0004913607,0.6811801,0.000716216,0.00009250998,0.002227548,0.2391492,0.003118928,0.01249938,0.003101987,0.002594715,0.05422118],"study_design_scores_gemma":[0.00001778505,0.0003668276,0.6864426,0.0002115017,0.00005652663,0.000252837,0.2980249,0.002210242,0.00339594,0.000534117,0.008447176,0.00003960741],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945409,0.00006288991,0.0004987888,0.0001736963,0.000002932801,0.0001717781,0.0003728288,0.000003832554,0.004172322],"genre_scores_gemma":[0.995193,0.0001279719,0.0008906353,0.00005945731,0.000002141963,0.00006588105,0.0001954031,0.000001932646,0.003463667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1550289,"threshold_uncertainty_score":0.3118837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240182487384285,"score_gpt":0.262356949516423,"score_spread":0.2399551246425802,"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."}}