{"id":"W2169074615","doi":"10.5539/res.v4n4p141","title":"Gender, Need-Achievement and Assertiveness as Factors of Conceptions about Math among Secondary School Students in Ogun State, Nigeria","year":2012,"lang":"en","type":"article","venue":"Review of European Studies","topic":"African Education and Politics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ogun state; Local government area; Mathematics education; Psychology; Assertiveness; Data collection; Survey research; Social psychology; Local government; Mathematics; Statistics; Geography; Applied psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001271832,0.0001027865,0.0003422145,0.00004926886,0.0001216959,0.00001106356,0.0001510108,0.0000114759,0.00008798038],"category_scores_gemma":[0.000413948,0.00008434973,0.00004768002,0.0001772333,0.0003949734,0.0001757262,0.0001142128,0.0000771444,0.00001750091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006133474,"about_ca_system_score_gemma":0.00009801266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001626476,"about_ca_topic_score_gemma":0.00005730386,"domain_scores_codex":[0.9983493,0.0006880804,0.0004088977,0.0001026158,0.0002419547,0.0002091583],"domain_scores_gemma":[0.9992633,0.0001126008,0.0002457394,0.0001156357,0.0001408712,0.0001218167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001126749,0.0001237151,0.9497976,0.000872277,0.00006662333,3.49641e-7,0.04546724,1.072287e-7,0.000009283156,0.002806483,0.0004452023,0.0004100406],"study_design_scores_gemma":[0.0000914536,0.00002040517,0.902574,0.001039185,0.00002201027,9.541041e-8,0.07445908,1.223427e-8,0.000008443366,0.00002831286,0.02168011,0.000076875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911739,0.08863998,0.000002122132,0.00007539316,0.0001622743,0.0002866688,0.00001664215,0.000009063515,0.01963397],"genre_scores_gemma":[0.8619382,0.1370557,0.0000352735,0.0002213631,0.0000447765,0.00000702057,0.000002914285,0.000008196971,0.0006865199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04841576,"threshold_uncertainty_score":0.3439682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07163163062666048,"score_gpt":0.4141377663656244,"score_spread":0.3425061357389639,"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."}}