{"id":"W2771730515","doi":"","title":"ELEKTRİK VE ELEKTRONİK MÜHENDİSLİĞİNDE MODÜLER TABANDA PROBLEME DAYALI EĞİTİM PROGRAMLARININ YAPILANDIRILMASI","year":2005,"lang":"tr","type":"article","venue":"DergiPark (Istanbul University)","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Southern California; Université de Sherbrooke; Norges Teknisk-Naturvitenskapelige Universitet; National Science Foundation","keywords":"Mod; Physics; Mathematics; Combinatorics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007845367,0.0006637593,0.0006582038,0.0009983156,0.001673395,0.0003786532,0.001399687,0.001000503,0.00254075],"category_scores_gemma":[0.0001951991,0.0007616145,0.00037727,0.002713387,0.001139724,0.001253759,0.0002419197,0.001176004,0.0008659485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001756431,"about_ca_system_score_gemma":0.001291282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105282,"about_ca_topic_score_gemma":0.0101707,"domain_scores_codex":[0.9953447,0.0004285784,0.0006718038,0.001207382,0.0008824338,0.001465121],"domain_scores_gemma":[0.9973057,0.0001777157,0.0006232028,0.0007506035,0.0006085331,0.0005342724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004001679,0.001979943,0.02201814,0.0001057487,0.0006283081,0.0001455026,0.03174385,0.0001038341,0.0003636261,0.8566028,0.07059518,0.01531292],"study_design_scores_gemma":[0.001600212,0.0002652681,0.001451246,0.0001038718,0.0002689514,0.00001221908,0.03803267,0.000297526,0.0005602749,0.001391314,0.9551694,0.0008470644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.48682,0.001292004,0.00163275,0.03071148,0.001908703,0.002879921,0.0002072577,0.001681449,0.4728665],"genre_scores_gemma":[0.8715978,0.00101931,0.002636352,0.0003093272,0.0005978597,0.00001920126,0.0001902348,0.00006284627,0.1235671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8845742,"threshold_uncertainty_score":0.999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770702959762753,"score_gpt":0.2589416266597372,"score_spread":0.2412345970621097,"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."}}