{"id":"W4411316026","doi":"10.69617/nuuz.v1i1.5.7759","title":"METHODS OF USING NEW PEDAGOGICAL TECHNOLOGY IN THE FORMATION AND DEVELOPMENT OF WRITING 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":"Mathematics education; Computer science; Psychology","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":[0.004865863,0.0005168752,0.0003031658,0.002176914,0.001116208,0.003386156,0.0009699293,0.0006625194,0.00718715],"category_scores_gemma":[0.01253714,0.0002623516,0.0006474748,0.00121254,0.00230415,0.002956747,0.003150475,0.0008477701,0.001223455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005756659,"about_ca_system_score_gemma":0.001451217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002208654,"about_ca_topic_score_gemma":0.0005635061,"domain_scores_codex":[0.9953934,0.002492504,0.0003451658,0.0005460027,0.001059383,0.0001635897],"domain_scores_gemma":[0.9915672,0.005877214,0.0005364861,0.001138834,0.0005793229,0.0003009018],"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":[0.0003572821,0.00119654,0.007703061,0.002138869,0.000056336,0.0009718089,0.05080435,0.0004426009,0.02382828,0.04124945,0.001784021,0.8694674],"study_design_scores_gemma":[0.0008133306,0.005680288,0.06301783,0.004889986,0.0004159457,0.01192973,0.08687397,0.003974497,0.1385707,0.1003701,0.5830448,0.0004187993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4487682,0.009370241,0.3288417,0.002228406,0.000699234,0.004274869,0.0003289899,0.0006252686,0.2048631],"genre_scores_gemma":[0.6135152,0.005190643,0.3358909,0.0002699817,0.0001300456,0.003956881,0.0001488829,0.000121411,0.04077613],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00718715,"threshold_uncertainty_score":0.02573347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077924324367905,"score_gpt":0.496427294852631,"score_spread":0.3886348624158405,"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."}}