{"id":"W2391449949","doi":"","title":"Experimental study on cryptosporidium inactivation in drinking water by chlorine-based disinfectants","year":2013,"lang":"en","type":"article","venue":"Journal of Harbin University of Commerce","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Chlorine dioxide; Chlorine; Turbidity; Chemistry; Cryptosporidium; Disinfectant; Environmental chemistry; Water treatment; Inorganic chemistry; Microbiology; Environmental engineering; Environmental science; Organic chemistry; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004643571,0.0005204399,0.0004475458,0.0002349182,0.0004143199,0.0002440528,0.000371486,0.0004541637,0.001496038],"category_scores_gemma":[0.0003661107,0.0002215446,0.0004042479,0.0002623163,0.0002993011,0.0002806896,0.0002378531,0.0005870957,0.0001987872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195921,"about_ca_system_score_gemma":0.0003078643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001385026,"about_ca_topic_score_gemma":0.001545655,"domain_scores_codex":[0.9995389,0.0000745387,0.00005045812,0.0001058176,0.0001263928,0.0001039695],"domain_scores_gemma":[0.9996767,0.0001007857,0.00006212131,0.00003870155,0.00008316207,0.00003859658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004711658,0.0003378506,0.0007136752,0.0001565388,0.00001009602,0.00007749042,0.0001025055,0.0001876133,0.9967673,0.00003598066,0.00003373176,0.001106036],"study_design_scores_gemma":[0.00004613961,0.008949108,0.003906434,0.00001588208,0.00004438672,0.0001011552,0.0001112781,0.0008252431,0.9852051,0.00004091077,0.0007344426,0.0000199023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976875,0.0003255387,0.001067836,0.00002848473,0.00001931185,0.00007477821,0.0001726002,0.00001586495,0.0006081145],"genre_scores_gemma":[0.9923255,0.00102958,0.004535599,0.00005899609,0.00001948153,0.0001598415,0.0003335782,0.00001128363,0.001526041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001496038,"threshold_uncertainty_score":0.005004764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133124519348493,"score_gpt":0.2315300496686815,"score_spread":0.2201988044751965,"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."}}