{"id":"W4297037076","doi":"10.32920/ryerson.14664090.v2","title":"Nigerian Children's Stories: A Cultural Perspective","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Education and Early Childhood Development","funders":"","keywords":"Narrative; Storytelling; Perspective (graphical); Narrative inquiry; Sociology; Relevance (law); Gender studies; Psychology; Visual arts; Literature; Art; Political science","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":[0.003589052,0.0007841834,0.0004877327,0.001966551,0.01293651,0.007736687,0.000855736,0.001595962,0.00182732],"category_scores_gemma":[0.004615895,0.0005241825,0.0001952343,0.002167631,0.01332888,0.007098001,0.005538919,0.002660103,0.0001695156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004888002,"about_ca_system_score_gemma":0.002854312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01364885,"about_ca_topic_score_gemma":0.0245048,"domain_scores_codex":[0.9970365,0.002115514,0.0001241172,0.0001415953,0.0002332142,0.0003491414],"domain_scores_gemma":[0.9969229,0.002147364,0.0003725311,0.0001194085,0.0001896623,0.0002480634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009267722,0.000006646107,0.001950493,0.00008945512,0.000002357044,0.001396495,0.9817129,0.00002442427,0.0001919182,0.01012942,0.0004296887,0.004057049],"study_design_scores_gemma":[0.000001081709,0.000007535363,0.001726966,0.0003549781,0.000003733065,0.001143817,0.961121,0.00001898362,0.000137748,0.001022499,0.03445554,0.000006166999],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8624088,0.0233978,0.001634988,0.0109074,0.0003187376,0.00007571824,0.0001299921,0.00001654235,0.1011101],"genre_scores_gemma":[0.9860163,0.01011901,0.00070571,0.0003203567,0.00003172521,0.00004350538,0.00002662237,0.00001339558,0.002723315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01364885,"threshold_uncertainty_score":0.03546506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790692444590109,"score_gpt":0.3666573472736173,"score_spread":0.3387504228277162,"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."}}