{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002372585,0.0001828332,0.0001678593,0.00004210514,0.0003068535,0.00005730646,0.0001071218,0.00006751495,0.0003054533],"category_scores_gemma":[0.00008138515,0.00006593617,0.00004620774,0.0003074181,0.00008812801,0.0001766483,0.0000536147,0.0001046767,0.000002949212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111933,"about_ca_system_score_gemma":0.00002151852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1929101,"about_ca_topic_score_gemma":0.7242701,"domain_scores_codex":[0.9987256,0.0002284428,0.0002017427,0.0003514783,0.0002843312,0.0002084075],"domain_scores_gemma":[0.9994372,0.000156424,0.0001762729,0.00007368207,0.00005302241,0.0001034373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004071274,0.0001734885,0.01280744,0.0000398471,0.0003968879,0.00003050343,0.00101159,0.000001542095,0.04743212,0.003498595,0.03272224,0.9014786],"study_design_scores_gemma":[0.0009171467,0.004224584,0.7784175,0.0001983938,0.0001625138,0.00001133785,0.005351285,0.00004873381,0.03545459,0.02821519,0.1457542,0.001244431],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912381,0.00004883264,0.00005358955,0.005409275,0.00007702597,0.0002415675,0.000714225,0.0002646531,0.001952701],"genre_scores_gemma":[0.9989606,0.00004935423,0.00009320544,0.000121945,0.00006399549,0.000123588,0.00006595006,0.000001792196,0.0005195771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9002342,"threshold_uncertainty_score":0.8124644,"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."}}