{"id":"W4361796196","doi":"10.59251/2181-1296.v4.1281.1228","title":"STUDENT-CENTERED CREDIT SYSTEM IN EDUCATION","year":2021,"lang":"en","type":"article","venue":"Ilmiy axborotnoma/Scientific Journal of Samarkand University","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unit (ring theory); Work (physics); Focus (optics); Mathematics education; Link (geometry); Center (category theory); Computer science; Psychology; Engineering; Physics; Computer network; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00155935,0.0002281092,0.0002038627,0.002149609,0.0008564359,0.003830023,0.0006280503,0.0006781588,0.00703812],"category_scores_gemma":[0.006062787,0.00009889391,0.0002356201,0.002720767,0.001984568,0.004241267,0.00200721,0.0008375017,0.0008377112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002827485,"about_ca_system_score_gemma":0.001424162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004345661,"about_ca_topic_score_gemma":0.001840773,"domain_scores_codex":[0.9976677,0.0008586225,0.0001236564,0.0003559891,0.0007339748,0.0002600112],"domain_scores_gemma":[0.9973335,0.000686053,0.0006080774,0.0002959088,0.0006778025,0.0003985804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000938679,0.0001409498,0.05619164,0.00009228122,0.00002543818,0.0003076269,0.00320337,0.0124771,0.001253383,0.8043825,0.002944314,0.1188876],"study_design_scores_gemma":[0.00003344185,0.0004048756,0.1661586,0.0003313163,0.00005430132,0.001031082,0.007816221,0.0967399,0.005319071,0.577769,0.1441633,0.0001789538],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6048803,0.002481539,0.2223556,0.001870248,0.0001849428,0.0001682334,0.0006023764,0.0004475614,0.1670092],"genre_scores_gemma":[0.9839337,0.0001863266,0.008301026,0.0000464406,0.00002497068,0.00002651979,0.00008440641,0.00001997088,0.00737655],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00703812,"threshold_uncertainty_score":0.02354485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318058684642407,"score_gpt":0.2388552042816771,"score_spread":0.225674617435253,"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."}}