{"id":"W6922208993","doi":"10.11575/prism/2428","title":"Giardia duodenalis genotype frequencies in southern Alberta","year":2005,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"Scientific Research and Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Genotype; Giardia; Population; Feces; Transmission (telecommunications); Disease transmission; Genetic variation; Outbreak","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":["insufficient_payload"],"category_scores_codex":[0.0001821461,0.0001498949,0.0002674931,0.0001889237,0.00007729105,0.000009702214,0.0005423111,0.0001645138,0.04292861],"category_scores_gemma":[0.00003211397,0.00015881,0.0001009756,0.0002373295,0.0005541613,0.00007171994,0.0003873569,0.0001826162,0.003033434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219449,"about_ca_system_score_gemma":0.00002511659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1910364,"about_ca_topic_score_gemma":0.05856342,"domain_scores_codex":[0.9987199,0.00005956087,0.00008899302,0.000358133,0.0004627761,0.0003106847],"domain_scores_gemma":[0.9994348,0.0000370814,0.0000987386,0.0003187369,0.000005523083,0.0001051181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003609546,0.00008259008,0.01176966,0.00002979199,0.00007512703,0.00007261441,0.006329609,0.000002395787,0.0002016509,0.00006266619,0.8932527,0.08808511],"study_design_scores_gemma":[0.0003433173,0.00002268627,0.01370254,0.00004846139,0.000020065,0.000001019642,0.0003605922,0.0005462928,0.000009111878,0.00008129203,0.9846129,0.000251759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00437976,0.0004610378,0.000944855,0.0002630397,0.00007713208,0.0001995511,0.000004045511,0.00002744877,0.9936431],"genre_scores_gemma":[0.0006186735,0.0003916956,0.005702852,0.00002127376,0.0000164194,3.939655e-7,0.00001193718,0.00004432517,0.9931924],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.132473,"threshold_uncertainty_score":0.9977428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00984260052910577,"score_gpt":0.195582863126726,"score_spread":0.1857402625976202,"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."}}