{"id":"W4399117613","doi":"10.1016/j.heliyon.2024.e32058","title":"The influence of an agricultural intervention on social capital and water insecurity coping strategies: Qualitative evidence from female smallholder farmers living with HIV in western Kenya","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Innovative Methods and Metrics for Agriculture and Nutrition Actions; Bill and Melinda Gates Foundation","keywords":"Sanitation; Hygiene; Agriculture; Business; Developing country; Economic growth; Population; Water supply; Qualitative research; Socioeconomics; Environmental health; Geography; Medicine; Economics; Engineering","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":[0.004287705,0.0003612067,0.0003917004,0.0006520642,0.004831753,0.001287048,0.0008126136,0.0007049295,0.003761275],"category_scores_gemma":[0.006058228,0.0003093156,0.0001893182,0.0005150762,0.003628694,0.001435295,0.002187725,0.0008351706,0.0001495479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00242162,"about_ca_system_score_gemma":0.003389711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01350521,"about_ca_topic_score_gemma":0.03745853,"domain_scores_codex":[0.9979411,0.001412823,0.00005515748,0.0001243344,0.0001213449,0.0003452215],"domain_scores_gemma":[0.9968358,0.0023508,0.0003347154,0.00004409746,0.0001741547,0.0002604157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001262045,0.000299246,0.02782641,0.0005524638,0.00001817526,0.001344133,0.9468721,0.00003305524,0.001472052,0.0005264332,0.0005927781,0.02033694],"study_design_scores_gemma":[0.00001976489,0.000278868,0.02865451,0.000618748,0.00002625865,0.0002331681,0.9637975,0.000073804,0.0003334353,0.0002221092,0.005726434,0.0000153481],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968324,0.0004365312,0.0001830756,0.0006932109,0.00001108822,0.0001044882,0.00004419967,0.000001606776,0.001693406],"genre_scores_gemma":[0.9980097,0.0004919923,0.0003021149,0.0003029713,0.000005729291,0.0001948931,0.00002030772,0.000002911743,0.000669361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01350521,"threshold_uncertainty_score":0.0268532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03388389752703471,"score_gpt":0.3301619959100715,"score_spread":0.2962780983830368,"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."}}