{"id":"W4389205234","doi":"10.18280/ijsdp.181108","title":"Enhancing Urban Sustainability by Integrating MCDM and Model of GIS Spatial Analysis in Al-Nasiriyah Heritage Center Development","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Multiple-criteria decision analysis; Center (category theory); Environmental planning; Sustainable development; Environmental resource management; Geographic information system; Geography; Engineering; Environmental science; Remote sensing; Operations research; Political science","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":[0.0006542434,0.0001480069,0.0002821184,0.00059985,0.0001613534,0.00015083,0.0001691463,0.00003472418,0.00003429599],"category_scores_gemma":[0.0001089623,0.0001153764,0.00005160345,0.0001431661,0.00008387514,0.0003878333,0.00009893884,0.0001824298,3.285515e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379283,"about_ca_system_score_gemma":0.0001842387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001861451,"about_ca_topic_score_gemma":0.0003957853,"domain_scores_codex":[0.998532,0.00003371307,0.0006822013,0.0001556498,0.0003480258,0.000248437],"domain_scores_gemma":[0.9988564,0.00009070594,0.0003032763,0.00003763675,0.0006510265,0.00006097359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002680335,0.0001024461,0.1349966,0.000215825,0.001092296,0.0004749667,0.8388313,0.003867768,0.0005480293,0.004043451,0.001398768,0.0141605],"study_design_scores_gemma":[0.001687553,0.0001408045,0.03635431,0.0006739059,0.0001184718,0.00002584747,0.8547314,0.006739387,0.005409088,0.003537507,0.08982336,0.000758361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972638,0.0002784608,0.001407407,0.0004030192,0.00007970502,0.00008363977,0.000005863599,0.00001105281,0.0004670168],"genre_scores_gemma":[0.9975387,0.00002327564,0.0008897797,0.0001266048,0.00006036086,0.000005311696,0.00003334521,0.000006662663,0.001315972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0986423,"threshold_uncertainty_score":0.4704912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696317215503822,"score_gpt":0.2555350406376245,"score_spread":0.2385718684825863,"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."}}