{"id":"W4309728862","doi":"10.1093/isp/ekac016","title":"Behavior Change in Water, Sanitation, and Hygiene: A 100-Year Perspective","year":2022,"lang":"en","type":"article","venue":"International Studies Perspectives","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Sanitation; Colonialism; Modernization theory; Politics; Political science; Hygiene; Sociology; Economic growth; Economics; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001471076,0.0001343369,0.0001629028,0.0003318992,0.0003276613,0.00005341679,0.0001743287,0.00001978162,0.0002875523],"category_scores_gemma":[0.00008592873,0.0001220057,0.00005190675,0.0001570888,0.0001327698,0.0002873244,0.000288581,0.0001976817,0.000009745466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009742053,"about_ca_system_score_gemma":0.000004617993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008167474,"about_ca_topic_score_gemma":0.0002427418,"domain_scores_codex":[0.998863,0.0000882755,0.0001753232,0.0003760904,0.0003103407,0.000186943],"domain_scores_gemma":[0.9994847,0.00006107586,0.00004521424,0.00008341245,0.0002948568,0.0000308016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001364311,0.002165148,0.2208128,0.00003359321,0.0003804066,0.0001224631,0.7392853,0.0000278355,0.002107975,0.02787379,0.002812261,0.003014063],"study_design_scores_gemma":[0.003284867,0.0004056871,0.5258458,0.00003963586,0.00004522548,0.00007192772,0.4477137,0.00005495765,0.001672324,0.008241753,0.0122145,0.0004095469],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685715,0.00539585,0.000001640915,0.02213073,0.001103419,0.0005443971,0.00005104713,0.00006566259,0.002135705],"genre_scores_gemma":[0.9976997,0.0003584274,0.00008092965,0.0004211287,0.0003176363,0.0009490072,0.00001691062,0.00001760991,0.0001386118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3050331,"threshold_uncertainty_score":0.4975247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04803352535562568,"score_gpt":0.3672070407930237,"score_spread":0.319173515437398,"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."}}