{"id":"W4411831155","doi":"10.15612/bd.2025.803","title":"Yapay Zekâ Okuryazarlığı: Kütüphaneler için Yeni Bir Paradigma","year":2025,"lang":"tr","type":"article","venue":"Bilgi Dünyası","topic":"Educational Methods and Analysis","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002119606,0.0004166064,0.0006686143,0.0004613457,0.001067452,0.0004032299,0.0009321632,0.0004038619,0.002562776],"category_scores_gemma":[0.0006498911,0.0003852114,0.0005558807,0.003047843,0.0005866101,0.0003072793,0.0001568707,0.0004116448,0.001149234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002748953,"about_ca_system_score_gemma":0.001095216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839832,"about_ca_topic_score_gemma":0.0005262913,"domain_scores_codex":[0.9959298,0.0007466238,0.000751413,0.0009048974,0.0007748585,0.0008923779],"domain_scores_gemma":[0.9975622,0.0008851846,0.0002933923,0.000584753,0.0003213672,0.0003531214],"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":[0.00007983809,0.001460905,0.1215135,0.0002668944,0.001141228,0.00002973115,0.01274202,0.00003467991,0.001220979,0.6457008,0.1067946,0.1090148],"study_design_scores_gemma":[0.0005695212,0.00007836172,0.02076142,0.0003136869,0.0006561996,0.000002375308,0.02224681,0.0002898079,0.0007135789,0.05608379,0.8974428,0.0008416189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3350844,0.0161145,0.002825916,0.09713485,0.0105999,0.001396197,0.0002055404,0.0004671301,0.5361716],"genre_scores_gemma":[0.8283985,0.002258528,0.007589191,0.002388222,0.001988151,0.00009565648,0.00003004082,0.00004420395,0.1572076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7906482,"threshold_uncertainty_score":0.99986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03305969501357815,"score_gpt":0.4157194624104841,"score_spread":0.382659767396906,"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."}}