{"id":"W2180014998","doi":"10.1080/01919510108961984","title":"Comparison Between Animal Infectivity and Nucleic Acid Staining for Determination of Viability of Ozone-Inactivated<i>Cryptosporidium parvum Oocysts</i>","year":2001,"lang":"en","type":"article","venue":"Ozone Science and Engineering","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Infectivity; Cryptosporidium parvum; Staining; Flow cytometry; Nucleic acid; Biology; Cryptosporidium; Ozone; Fluorescence; Microbiology; Molecular biology; Chemistry; Virology; Biochemistry; Virus; Feces","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006310187,0.00009567835,0.000252577,0.0001178293,0.0001478178,0.00001121912,0.0000631268,0.00007991411,0.00000441843],"category_scores_gemma":[0.00053442,0.00009432915,0.00002274862,0.0002807767,0.0003087649,0.0002305952,0.0000483977,0.00009508814,5.337056e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003711745,"about_ca_system_score_gemma":0.0000464323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004453513,"about_ca_topic_score_gemma":0.000002710392,"domain_scores_codex":[0.9993007,0.00001502423,0.0002197931,0.0001885733,0.0000456926,0.0002302777],"domain_scores_gemma":[0.9993301,0.0002845682,0.00009242307,0.000106237,0.0001581675,0.00002850263],"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":[0.0000259496,0.00005156159,0.2470864,0.00006230964,0.000009395213,2.629237e-7,0.0002094513,0.0000540314,0.7479542,0.0003561967,0.000003812717,0.004186446],"study_design_scores_gemma":[0.0005847957,0.000495763,0.5113808,0.0000462348,0.00003816731,0.00001768479,0.0001648345,0.002421775,0.4841913,0.00007058304,0.0004445958,0.0001434628],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778916,0.0001389053,0.02154279,0.00001657749,0.0001219372,0.0001535409,0.00001541806,0.00002333665,0.00009593662],"genre_scores_gemma":[0.9990828,0.00002614885,0.000850933,0.000002854453,0.00001548624,0.000009039636,0.000004804313,0.000005090978,0.00000285084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2642944,"threshold_uncertainty_score":0.3846631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528685051226032,"score_gpt":0.2817166561617279,"score_spread":0.2664298056494676,"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."}}