{"id":"W2910502237","doi":"10.1007/bf03405207","title":"Rapid Assessment Procedures in Environmental Sanitation Research","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sanitation; Community mobilization; Psychological intervention; Sustainability; Environmental planning; Qualitative research; Population; Political science; Business; Public relations; Economic growth; Environmental health; Environmental resource management; Geography; Sociology; Nursing; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08163788,0.00152049,0.001301711,0.008032667,0.002168999,0.003607253,0.003083787,0.002021183,0.01024358],"category_scores_gemma":[0.2110068,0.001610163,0.001505153,0.004474293,0.002185824,0.004659633,0.004584238,0.003642759,0.006295481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00199483,"about_ca_system_score_gemma":0.008414342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005137736,"about_ca_topic_score_gemma":0.006412847,"domain_scores_codex":[0.9011483,0.07011193,0.005903441,0.0026107,0.01902765,0.001197943],"domain_scores_gemma":[0.6988717,0.1973066,0.01429451,0.03223372,0.0556911,0.001602349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008471101,0.0007188536,0.007447006,0.002197063,0.000202376,0.0003671079,0.002365745,0.005405023,0.02298423,0.07433398,0.03848282,0.8446487],"study_design_scores_gemma":[0.0007488812,0.003638602,0.04078794,0.003042387,0.0005981661,0.003354914,0.005631066,0.09161744,0.1717242,0.2384166,0.439411,0.001028861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008484746,0.001134374,0.9720328,0.0008312781,0.0004947917,0.004752173,0.00111376,0.003372226,0.007783814],"genre_scores_gemma":[0.02931077,0.0008705735,0.9590774,0.0002861109,0.0001149965,0.0060947,0.0007447475,0.0002486765,0.003251943],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08163788,"threshold_uncertainty_score":0.4317476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08095656906974609,"score_gpt":0.3701731770699195,"score_spread":0.2892166080001734,"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."}}