{"id":"W3166369780","doi":"10.31590/ejosat.873157","title":"Veri Madenciliği İle Türkiye’deki Ve Avrupa Birliği Ülkelerindeki Bilgisayar Mühendisliği Programlarının Karşılaştırılması","year":2021,"lang":"tr","type":"article","venue":"European Journal of Science and Technology","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.013242,0.0005395156,0.001114617,0.001608638,0.003265801,0.0001961014,0.00205545,0.0005252703,0.0002749339],"category_scores_gemma":[0.003442245,0.000491199,0.0002209505,0.005752814,0.006324487,0.0009684887,0.001220117,0.004225052,0.0004018812],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004089351,"about_ca_system_score_gemma":0.006406608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003720964,"about_ca_topic_score_gemma":0.0000654746,"domain_scores_codex":[0.990754,0.001962529,0.002630263,0.001092736,0.001614223,0.001946258],"domain_scores_gemma":[0.9915829,0.0003615698,0.001755779,0.001049809,0.004314294,0.0009356689],"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":[0.0007699796,0.002665112,0.1155585,0.003982117,0.0005496583,0.01767994,0.05027512,0.0000169783,0.03128079,0.129932,0.02585437,0.6214355],"study_design_scores_gemma":[0.006180669,0.004405275,0.07200813,0.004956144,0.0002936145,0.006093222,0.1744964,0.0001978239,0.004552864,0.01203888,0.7130757,0.001701328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8478953,0.01302765,0.0002428119,0.1215455,0.004215817,0.0007079483,0.00006435288,0.0002026796,0.01209793],"genre_scores_gemma":[0.9859106,0.006923926,0.003431345,0.001705271,0.0007035583,0.000007192769,0.000004025843,0.00007996678,0.001234097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6872213,"threshold_uncertainty_score":0.999754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06915758592294903,"score_gpt":0.3763583962288847,"score_spread":0.3072008103059357,"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."}}