{"id":"W7110686095","doi":"","title":"Tarihi kentsel peyzaylarda sosyal sürdürülebilirlik aracılığıyla kültürel mirasın korunması: Sakarya mahallesi için ilkeler, stratejiler ve öneriler.","year":2015,"lang":"en","type":"dissertation","venue":"OpenMETU (Middle East Technical University)","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Cultural heritage; Tourism; Urban planning; Quarter (Canadian coin); Cultural heritage management; Continuance; Natural (archaeology)","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":[0.0004253053,0.0009166996,0.0009609828,0.0005961792,0.0008861138,0.0007842199,0.001701218,0.0007044609,0.006598765],"category_scores_gemma":[0.00006446191,0.0009337117,0.0005395535,0.0004445908,0.0003187278,0.001301761,0.0004799632,0.001204487,0.0009051287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004570525,"about_ca_system_score_gemma":0.0002489884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001412727,"about_ca_topic_score_gemma":0.02288294,"domain_scores_codex":[0.9959621,0.0002362465,0.0007153833,0.001201052,0.001067881,0.0008172708],"domain_scores_gemma":[0.9973945,0.00007322806,0.0005603617,0.0008640162,0.0007305874,0.0003773257],"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":[0.004625632,0.00262507,0.0004562825,0.001887518,0.001778769,0.001506842,0.02585521,0.00008830146,0.001414419,0.617133,0.3135155,0.02911345],"study_design_scores_gemma":[0.001647356,0.0003584597,0.0008823673,0.0004488764,0.0005016554,0.000005385082,0.04318304,0.00006816118,0.00003155644,0.002188162,0.9492325,0.001452447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1063202,0.0004772685,0.00001707679,0.00029023,0.001815029,0.001696845,0.0003787719,0.0006046678,0.8884],"genre_scores_gemma":[0.3221236,0.0001892132,0.0003146991,0.0001184975,0.0008930219,0.00002656224,0.006338625,0.0001356463,0.6698602],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.635717,"threshold_uncertainty_score":0.9998728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1286901616322349,"score_gpt":0.2334110876987547,"score_spread":0.1047209260665198,"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."}}