{"id":"W4404620147","doi":"10.53555/sfs.v10i1.3192","title":"Quality Of Education And Some Barriers: Especially In Higher Educational Institutions (Rural Colleges) And It’s Impacts On Society","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Higher education; Political science; Economic growth; Medical education; Sociology; Business; Economics; 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":[0.003772584,0.0001553942,0.0003009146,0.0007149091,0.004297894,0.006138284,0.000808903,0.001306331,0.01393375],"category_scores_gemma":[0.01170976,0.0001774703,0.0002773061,0.001673667,0.003249344,0.004084338,0.00415832,0.002703961,0.0006078757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003875564,"about_ca_system_score_gemma":0.009401388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01947006,"about_ca_topic_score_gemma":0.02560586,"domain_scores_codex":[0.9944618,0.001823091,0.0003418454,0.0004744331,0.001617239,0.001281521],"domain_scores_gemma":[0.9862887,0.003894066,0.00361984,0.0003956612,0.002074148,0.003727592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001525275,0.0007965711,0.4723079,0.004110171,0.0001401947,0.002958373,0.1776426,0.0004653799,0.00272058,0.0936631,0.04617494,0.1988678],"study_design_scores_gemma":[0.00001987364,0.0002485931,0.4055499,0.002774599,0.00005319364,0.001877103,0.3607229,0.0003197296,0.0007178084,0.01167596,0.2159525,0.0000879604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7731409,0.008158443,0.002439912,0.1554214,0.0007525227,0.0001699373,0.0004155406,0.00004836313,0.059453],"genre_scores_gemma":[0.9866099,0.001608741,0.0006031292,0.005720693,0.0001084304,0.0000451945,0.00006248182,0.00001739259,0.0052241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01947006,"threshold_uncertainty_score":0.04661304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2411426093203877,"score_gpt":0.4021978369012957,"score_spread":0.161055227580908,"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."}}