{"id":"W2978562819","doi":"10.2495/dne-v14-n3-195-205","title":"Rural architectural heritage conservation and sustainability in Turkey: The case of Karaca village of Malatya region","year":2019,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Geography; Architectural engineering; Engineering; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004120191,0.00008539294,0.0001613573,0.0001325417,0.00003753693,0.00006570414,0.0001427513,0.00005926903,0.00002896794],"category_scores_gemma":[0.00008235396,0.00005539271,0.00005419361,0.00004201554,0.0001116403,0.0003824751,0.00004966425,0.0002502172,1.303859e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003884077,"about_ca_system_score_gemma":0.00002110176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003942664,"about_ca_topic_score_gemma":0.0008359746,"domain_scores_codex":[0.9992523,0.0000865333,0.0003688966,0.00007033702,0.0001478699,0.0000740254],"domain_scores_gemma":[0.9988732,0.0002255061,0.0003521834,0.00006855142,0.0004632861,0.00001723014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00629401,0.0004279349,0.171775,0.001283115,0.0009716425,0.001493476,0.1015951,0.009087604,0.002266671,0.6467913,0.001640921,0.05637318],"study_design_scores_gemma":[0.01048651,0.002827269,0.2122088,0.001682076,0.0003962443,0.006223948,0.1468387,0.3238973,0.0005106078,0.2743517,0.01927641,0.001300481],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961298,0.0004080749,0.0001733624,0.002322627,0.0003006579,0.0002025842,0.000008468719,0.000002734224,0.0004517639],"genre_scores_gemma":[0.9992719,0.00009950027,0.0001105784,0.0001026156,0.0001162237,0.000001015149,0.000007134029,0.000004811112,0.0002862134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3724396,"threshold_uncertainty_score":0.2258849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035537114448768,"score_gpt":0.2410988751329224,"score_spread":0.2207435039884347,"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."}}