{"id":"W2966353205","doi":"","title":"SUSTAINABLE URBAN WATERFRONT REDEVELOPMENT : CHALLENGE AND KEY ISSUES","year":2017,"lang":"en","type":"article","venue":"Media Matrasain","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Redevelopment; Environmental planning; Urban planning; Plan (archaeology); Scope (computer science); Business; Sustainability; Civil engineering; Urban design; Geography; Engineering; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002305123,0.0001295412,0.0001565443,0.00003517213,0.0001842116,0.0001454981,0.0001595157,0.00006684795,0.0002819607],"category_scores_gemma":[0.00008088996,0.0001145628,0.00001568124,0.000009290942,0.00006395495,0.0001021189,0.00009095408,0.00009597362,0.00001771026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000392923,"about_ca_system_score_gemma":0.00001129191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002265998,"about_ca_topic_score_gemma":0.00008840915,"domain_scores_codex":[0.9992775,0.000006820864,0.0001401983,0.0001344711,0.000112617,0.0003283512],"domain_scores_gemma":[0.9995346,0.0000186799,0.00002357415,0.000294148,0.00002410745,0.0001048669],"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":[0.0000441689,0.0002236452,0.03457027,0.00315432,0.000333401,0.00261016,0.06792343,0.0004405657,0.0004358183,0.08532704,0.6652737,0.1396635],"study_design_scores_gemma":[0.0003985285,0.00003419659,0.03301678,0.00005161405,0.00002125153,0.000009160579,0.001185114,0.001884742,0.0009532847,0.005648637,0.9563414,0.0004552707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4192086,0.02219726,0.003540182,0.01149565,0.004104629,0.001339278,0.0000536184,0.001594907,0.5364659],"genre_scores_gemma":[0.9866669,0.0009440594,0.001825662,0.00001641472,0.0002404869,0.00001975799,0.00001185753,0.00002589565,0.01024901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5674583,"threshold_uncertainty_score":0.4671736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343718149670274,"score_gpt":0.2164580748676399,"score_spread":0.2030208933709371,"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."}}