{"id":"W4391814722","doi":"10.48152/ssrp-72km-1219","title":"Reproduction of 'Urban Water Disinfection and Mortality Decline in Lower-Income Countries'","year":2024,"lang":"en","type":"report","venue":"","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reproduction; Geography; Demographic economics; Demography; Environmental science; Socioeconomics; Economics; Biology; Ecology; Sociology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001093002,0.0003099086,0.0002250989,0.001151073,0.0006751897,0.001120924,0.0006195345,0.0007972813,0.01072658],"category_scores_gemma":[0.003075111,0.0001787643,0.0003811907,0.002291527,0.0004850208,0.0008517474,0.001176638,0.0005244076,0.0007887269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245635,"about_ca_system_score_gemma":0.003548111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1342976,"about_ca_topic_score_gemma":0.1600313,"domain_scores_codex":[0.9994387,0.0001520043,0.00003443961,0.00003045599,0.00009779647,0.0002465356],"domain_scores_gemma":[0.9980155,0.0003590853,0.0004648811,0.0001165637,0.0007392406,0.0003046916],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008098506,0.0003201525,0.6989681,0.0009643545,0.0001104274,0.001782191,0.002354359,0.002504766,0.001060815,0.003997744,0.1944098,0.09271739],"study_design_scores_gemma":[0.0000125577,0.0000903695,0.9806218,0.00007588041,0.0000138727,0.0001514045,0.001913682,0.0001905764,0.0001621432,0.0001782478,0.01658249,0.000007065648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7787346,0.01010864,0.0004610977,0.03635071,0.001189002,0.000248269,0.07980934,0.000231426,0.09286698],"genre_scores_gemma":[0.94684,0.004317365,0.0002931225,0.002449202,0.0004399684,0.0001795414,0.02078364,0.00002633229,0.02467083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.998907,"threshold_uncertainty_score":0.2670319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220404571715439,"score_gpt":0.3216266269667614,"score_spread":0.299422581249607,"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."}}