{"id":"W3138916641","doi":"10.5539/ies.v14n4p35","title":"The Role of Non-Governmental Organizations in Basic Education Delivery in Ghana: Implications for Theory, Policy, and Practice","year":2021,"lang":"en","type":"article","venue":"International Education Studies","topic":"Educational Methods and Outcomes","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nonprobability sampling; Certificate; Quality (philosophy); Basic education; Action research; Medical education; Descriptive statistics; Sociology; Pedagogy; Public relations; Psychology; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009838323,0.00007086007,0.0001069904,0.0001443188,0.0003318443,0.00006003916,0.0001625639,0.0000356545,0.00001313202],"category_scores_gemma":[0.02053331,0.00006540605,0.00002799953,0.0005696485,0.0001944633,0.0002862835,0.0000594415,0.00005824328,0.000001704505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006943372,"about_ca_system_score_gemma":0.003033301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001605557,"about_ca_topic_score_gemma":0.003125648,"domain_scores_codex":[0.9989906,0.0002387346,0.0002928213,0.0001737869,0.0001844079,0.0001196824],"domain_scores_gemma":[0.9931403,0.004270665,0.0001810916,0.0001144081,0.002257953,0.00003562522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001750687,0.0003934766,0.0617612,0.000007269688,0.00005327859,2.802319e-8,0.01287292,0.000003000663,0.0002409817,0.8634119,0.0007519083,0.06048653],"study_design_scores_gemma":[0.0001627722,0.000008967486,0.1853011,0.00005481372,0.00002145555,0.000004032536,0.5312403,0.000006919713,0.0002787491,0.1450409,0.137787,0.00009302233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5318688,0.0252375,0.001196103,0.3457047,0.007676924,0.00133207,0.0001155714,0.00002942057,0.08683889],"genre_scores_gemma":[0.9778207,0.003776207,0.01276689,0.001214672,0.0006082683,0.000349586,0.00003719015,0.00001127864,0.00341519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.718371,"threshold_uncertainty_score":0.9877172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03893091250004357,"score_gpt":0.4822756977662579,"score_spread":0.4433447852662143,"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."}}