{"id":"W4411302448","doi":"10.69617/nuuz.v1i1.5.7779","title":"WAYS OF IMPROVING READING AND SPEAKING SKILLS IN ENGLISH","year":2025,"lang":"en","type":"article","venue":"ŬzMU habarlari.","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"Reading (process); Psychology; Linguistics; Mathematics education; Computer science; Philosophy","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":[0.001475345,0.000595999,0.0003630728,0.001781397,0.0008087041,0.002373356,0.0008157316,0.0008855547,0.004368139],"category_scores_gemma":[0.002317253,0.0001525592,0.0004933425,0.001029661,0.001102124,0.00200027,0.001847288,0.001126435,0.0009530376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004063571,"about_ca_system_score_gemma":0.00204024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009883412,"about_ca_topic_score_gemma":0.002944303,"domain_scores_codex":[0.9986577,0.0005942311,0.00006910904,0.000144337,0.0004377828,0.00009683604],"domain_scores_gemma":[0.9991224,0.000406756,0.0001474966,0.00007184914,0.0001394748,0.0001120128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007109028,0.001431081,0.00441792,0.002128646,0.00006039456,0.0002288149,0.009922084,0.0003720591,0.008506406,0.01931913,0.005746324,0.947796],"study_design_scores_gemma":[0.0005436261,0.005186822,0.1046461,0.01197142,0.001070562,0.005291387,0.06193678,0.002727242,0.03409004,0.1384551,0.6337698,0.0003111525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.410622,0.05096347,0.191992,0.03075427,0.001995051,0.001360573,0.0003626564,0.002274408,0.3096755],"genre_scores_gemma":[0.5444677,0.0407391,0.363811,0.00249308,0.0003759498,0.001074938,0.0002187083,0.0002392771,0.0465803],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004368139,"threshold_uncertainty_score":0.01461285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831240082768328,"score_gpt":0.3160301248045083,"score_spread":0.2977177239768251,"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."}}