{"id":"W4409458715","doi":"10.17341/gazimmfd.1394768","title":"Tarihi çevrede zıt yaklaşım etkilerinin Görsel Dikkat Yazılımı (VAS) ile analizi","year":2025,"lang":"tr","type":"article","venue":"Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi","topic":"Visual Attention and Saliency Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001306328,0.001792025,0.001797164,0.002493153,0.00249193,0.001761964,0.004015855,0.001046824,0.002022239],"category_scores_gemma":[0.0004822696,0.002058413,0.001553824,0.005098849,0.000711795,0.004387709,0.002427162,0.001645826,0.003599951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301584,"about_ca_system_score_gemma":0.0007882676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009015894,"about_ca_topic_score_gemma":0.0002595317,"domain_scores_codex":[0.9888338,0.0008471039,0.001896096,0.003629682,0.002056112,0.002737151],"domain_scores_gemma":[0.9937098,0.0005819962,0.0009678417,0.002500022,0.001235951,0.001004372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00056722,0.002845881,0.02294267,0.0008778376,0.001932256,0.0008048969,0.003872403,0.001112861,0.006062645,0.2873334,0.6222981,0.04934987],"study_design_scores_gemma":[0.01088033,0.001881333,0.09387138,0.001984089,0.001876,0.0001993001,0.005569611,0.106904,0.004612684,0.01010505,0.7559198,0.006196419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2523217,0.02356815,0.3967431,0.01648032,0.04331247,0.006152568,0.001188652,0.007522591,0.2527104],"genre_scores_gemma":[0.9001964,0.001671498,0.005357426,0.005044146,0.0009592082,0.00008550841,0.0002684695,0.0001786913,0.08623867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6478747,"threshold_uncertainty_score":0.9994825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00960812196968106,"score_gpt":0.2610826671665286,"score_spread":0.2514745451968475,"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."}}