{"id":"W7083315992","doi":"10.18280/ijsdp.200818","title":"Sustainable Functional Adaptation as an Integrated Preservation Strategy Approach for Heritage Buildings - Case Study: The Contemporary Museum in Babylon","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Cultural heritage; Sustainable development; Industrial heritage; Sustainability; Climate change adaptation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001398841,0.0004236319,0.0003334924,0.0008573764,0.01182063,0.003103476,0.001810101,0.00221759,0.005670715],"category_scores_gemma":[0.001116837,0.0003004029,0.0005157593,0.001140558,0.004485102,0.0009841068,0.00316741,0.001822421,0.0003199244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005345657,"about_ca_system_score_gemma":0.004650519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04737912,"about_ca_topic_score_gemma":0.2057414,"domain_scores_codex":[0.9991554,0.0003737544,0.00001335833,0.00005290803,0.00006914256,0.0003354264],"domain_scores_gemma":[0.9993888,0.0001462756,0.00005571769,0.00004971368,0.00006910808,0.0002902793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005149402,0.003833382,0.09495456,0.0005886503,0.00009233973,0.0477433,0.7258828,0.002844337,0.004883709,0.03931482,0.007750066,0.07159708],"study_design_scores_gemma":[0.00003019147,0.0006274044,0.03773518,0.0001793744,0.00004298208,0.002707737,0.9268305,0.0008737087,0.001012639,0.001116405,0.02880778,0.0000360654],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840685,0.0001117836,0.0004268939,0.0006933574,0.00001656645,0.00008416684,0.00002614648,0.000007415597,0.01456527],"genre_scores_gemma":[0.992857,0.0001619378,0.0007224213,0.00006306481,0.000005670163,0.00002755208,0.0000139377,0.000006310328,0.006142118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04737912,"threshold_uncertainty_score":0.09420669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021183269253506,"score_gpt":0.3888978767743226,"score_spread":0.2867795498489721,"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."}}