{"id":"W4404768685","doi":"10.54613/ku.v12i.999","title":"TA’LIMDA MUSIQA O‘QITISHNING AHAMIYATI","year":2024,"lang":"uz","type":"article","venue":"QO‘QON UNIVERSITETI XABARNOMASI","topic":"Engineering and Agricultural Innovations","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Geology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000186914,0.0004665492,0.0003562176,0.0001708711,0.0007735329,0.0009097436,0.0005292413,0.0003465754,0.002543049],"category_scores_gemma":[0.00004357649,0.0002501239,0.0003300863,0.00277069,0.000176044,0.000700355,0.0002336674,0.000620329,0.0008458493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002833911,"about_ca_system_score_gemma":0.00004974678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00110395,"about_ca_topic_score_gemma":0.0004449481,"domain_scores_codex":[0.9975928,0.00008591823,0.0003926046,0.0008097242,0.0003868162,0.0007321219],"domain_scores_gemma":[0.9990463,0.0002747795,0.00009434875,0.0001423699,0.0001775016,0.0002646842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000553246,0.0004644507,0.001733324,0.0006349439,0.000762038,0.002028403,0.003745359,0.001532086,0.4073309,0.113226,0.1802581,0.288229],"study_design_scores_gemma":[0.0002564316,0.0003789398,0.0265444,0.0008645456,0.0001774461,0.00009866451,0.005109301,0.002206593,0.001053498,0.0002000643,0.961998,0.001112163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9231888,0.00640622,0.00009816873,0.009360087,0.002823086,0.0004144736,0.0003892631,0.001130382,0.05618949],"genre_scores_gemma":[0.9307424,0.0008546491,0.0002438356,0.0001805292,0.00128111,0.000004231439,0.0003750807,0.0000089862,0.06630918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7817398,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009129255560852279,"score_gpt":0.1830426330419832,"score_spread":0.1739133774811309,"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."}}