{"id":"W4395090447","doi":"10.5463/thesis.601","title":"Improving Immunization utilization using participatory action research in Nigeria","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athena Sustainable Materials Institute","funders":"Alliance for Health Policy and Systems Research; UNICEF; GAVI Alliance; Bill and Melinda Gates Foundation","keywords":"Participatory action research; Citizen journalism; Immunization; Action (physics); Action research; Environmental planning; Biotechnology; Medicine; Geography; Computer science; Sociology; Economic growth; Biology; Immunology; Economics; World Wide Web; Immune system; Pedagogy","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":[0.04867716,0.0007653572,0.0007393429,0.00217592,0.006896372,0.006187522,0.001219691,0.00144203,0.001376352],"category_scores_gemma":[0.02172179,0.0006126083,0.0005920381,0.002000998,0.007004074,0.003436786,0.007011839,0.00201755,0.0001032227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006490665,"about_ca_system_score_gemma":0.02055728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004127323,"about_ca_topic_score_gemma":0.008113013,"domain_scores_codex":[0.942607,0.05125859,0.001117577,0.001524472,0.001719558,0.001772742],"domain_scores_gemma":[0.9753601,0.02067137,0.001487915,0.0006735043,0.001005553,0.0008015578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002344144,0.001552574,0.01981363,0.0080709,0.0001258303,0.001559884,0.6251101,0.002331812,0.002008521,0.07440603,0.002785893,0.2620005],"study_design_scores_gemma":[0.0003390836,0.002044561,0.01638072,0.01583767,0.000210555,0.0008172978,0.792155,0.002930344,0.003333502,0.06036929,0.1054598,0.0001222226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7716627,0.03583761,0.04957556,0.03313018,0.001047614,0.01399081,0.0002255291,0.00009039666,0.09443957],"genre_scores_gemma":[0.9532212,0.009736995,0.03043733,0.001076852,0.00004057225,0.003779689,0.00003440794,0.00001028749,0.001662612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04867716,"threshold_uncertainty_score":0.2574325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3430433604414123,"score_gpt":0.5098273943094286,"score_spread":0.1667840338680163,"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."}}