{"id":"W7014873328","doi":"","title":"Prof. Dr. Ahmet BEŞE Anısına (1961-2023)","year":2023,"lang":"tr","type":"article","venue":"DergiPark (Istanbul University)","topic":"Educational Methods and Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"National library; Middle East","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001377841,0.0003489528,0.0005156057,0.001079209,0.001686682,0.0002352693,0.001024786,0.0003147328,0.001462895],"category_scores_gemma":[0.0004189779,0.0004163932,0.0004568139,0.008924088,0.0006021438,0.0005408309,0.000273341,0.0003963493,0.001782872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005344443,"about_ca_system_score_gemma":0.00091333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001901698,"about_ca_topic_score_gemma":0.001205743,"domain_scores_codex":[0.9962506,0.000755358,0.0003543252,0.000853737,0.0008662901,0.0009197379],"domain_scores_gemma":[0.9976202,0.0007101978,0.0003071823,0.0004468521,0.0004165776,0.0004989625],"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":[0.00009045483,0.0005141961,0.02095052,0.0001706635,0.0009227472,0.00061687,0.01829053,0.0001464411,0.0002914891,0.695675,0.2586767,0.003654391],"study_design_scores_gemma":[0.0003523859,0.0000469066,0.006717213,0.00006747087,0.0003491936,0.000001020484,0.1209817,0.0002408265,0.00003161965,0.005517681,0.8651999,0.0004940329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2188175,0.0005495792,0.0006936957,0.05262445,0.002737902,0.0007963388,0.0003600256,0.0006173349,0.7228032],"genre_scores_gemma":[0.1749177,0.001860872,0.001408039,0.0002590137,0.001027014,0.000004254731,0.0001186466,0.00004916164,0.8203553],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6901574,"threshold_uncertainty_score":0.9998288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05255524757160615,"score_gpt":0.3293852774249946,"score_spread":0.2768300298533884,"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."}}