{"id":"W7112078545","doi":"","title":"What does it Mean to be Educated in Nigerian Student Experience?","year":2023,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"African Education and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Work (physics); Government (linguistics); Data collection; Agency (philosophy); Qualitative research","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001775086,0.00008019333,0.0001030511,0.0003432527,0.0002876274,0.0001200048,0.0003954795,0.00006417121,0.0007264935],"category_scores_gemma":[0.00007105924,0.00008282736,0.00004137935,0.001645483,0.0001144067,0.0003281243,0.00008799005,0.00008331652,0.0001815644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003664996,"about_ca_system_score_gemma":0.0003401302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009318443,"about_ca_topic_score_gemma":0.02501415,"domain_scores_codex":[0.9989237,0.0001329791,0.0000945177,0.0002141644,0.0002535204,0.0003811078],"domain_scores_gemma":[0.9994093,0.00006472201,0.00003603042,0.0001554429,0.00005555075,0.0002789888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009063538,0.0001122345,0.01658784,0.000004348089,0.0000102841,0.00004786909,0.9027609,0.00002484412,0.00003083983,0.07237899,0.007729245,0.0003035399],"study_design_scores_gemma":[0.0000647335,0.00000557377,0.00405153,0.00001062511,0.000002824956,7.637745e-8,0.5349121,0.000001150679,0.00001795547,0.0001288281,0.4607339,0.00007073429],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201412,0.000007801029,0.000004663778,0.04750545,0.001768096,0.0001981546,0.000006117664,0.0000847211,0.03028378],"genre_scores_gemma":[0.9183816,0.0001512393,0.00001599583,0.001948902,0.0001603542,0.000001987516,0.000007754346,0.000006235116,0.07932588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4530046,"threshold_uncertainty_score":0.9927768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03896052704729058,"score_gpt":0.3402173048309359,"score_spread":0.3012567777836453,"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."}}