{"id":"W1531355746","doi":"10.22004/ag.econ.16570","title":"CASE STUDY -- GUATEMALAN RASPBERRIES AND CYCLOSPORA","year":2003,"lang":"en","type":"article","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Berry genetics and cultivation research","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cyclospora; Outbreak; Environmental health; Geography; Publicity; Food safety; Disease control; Medicine; Business; Ecology; Biology; Virology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000450632,0.00008556545,0.000145377,0.00002654995,0.0003629207,0.00003121725,0.0001512122,0.00005403332,0.001988275],"category_scores_gemma":[0.000025441,0.00004725357,0.00004123571,0.0002838032,0.0001656299,0.0001251019,0.00009771466,0.0001072421,0.00003170906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001011227,"about_ca_system_score_gemma":0.00001469923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003332908,"about_ca_topic_score_gemma":0.007658286,"domain_scores_codex":[0.9990211,0.0001892995,0.0000883938,0.000247441,0.0002362194,0.0002175101],"domain_scores_gemma":[0.9994851,0.0001297647,0.00004106118,0.00007031513,0.0001324865,0.0001412834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009334181,0.000975832,0.837352,0.00004875351,0.000144496,0.004553247,0.009379662,0.00001026823,0.05333598,0.001968476,0.001700805,0.09043717],"study_design_scores_gemma":[0.0009573394,0.001167009,0.7743567,0.00001240483,0.00002723444,0.0004211788,0.2051314,0.0001141721,0.001324676,0.0001388449,0.01603785,0.000311194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975548,0.00005169016,0.000002792035,0.0004167498,0.0000155084,0.0002522715,0.0000191131,0.00001008996,0.001677],"genre_scores_gemma":[0.9975143,0.0000687369,0.0001021414,0.00001476668,0.00001150478,3.963643e-7,0.000006575723,7.010815e-7,0.00228086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1957518,"threshold_uncertainty_score":0.998924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05736238556258817,"score_gpt":0.2441748890713632,"score_spread":0.186812503508775,"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."}}