{"id":"W2341365677","doi":"10.14288/1.0098350","title":"Design patterns for an urban waterfront--a case study : designing the sea-walk of West Vancouver","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban design; Geography; Geology; Architecture; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003718064,0.00006625031,0.0002859723,0.00004998544,0.0002346632,0.00006353824,0.0003443033,0.00008765583,0.0001019063],"category_scores_gemma":[0.00001220252,0.0001586328,0.000121088,0.0001607833,0.00009374678,0.0002712132,0.00004341337,0.0001652549,0.000002264768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002826638,"about_ca_system_score_gemma":0.00002661609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1542491,"about_ca_topic_score_gemma":0.8403004,"domain_scores_codex":[0.9991139,0.00008495182,0.0001588417,0.0002403538,0.0001700715,0.0002318367],"domain_scores_gemma":[0.9992158,0.0001021088,0.00007276113,0.0003585192,0.0001488108,0.0001019965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007930626,0.001376923,0.3936754,0.0004032279,0.001289565,0.002793164,0.01537341,0.00780862,0.02197227,6.183075e-7,0.03101313,0.5242143],"study_design_scores_gemma":[0.00330028,0.001150178,0.8404073,0.00008726172,0.000929209,0.0003003755,0.02984321,0.1227176,0.0002123747,0.00008914823,0.0001639751,0.0007991678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.875,0.00001937674,0.1240963,0.000003788674,0.0001769201,0.0005062523,0.00007407065,0.00007480426,0.00004850563],"genre_scores_gemma":[0.9977593,0.000004504333,0.001952688,0.000005772882,0.00004439119,0.000003071496,0.000006878497,0.00002635847,0.0001969858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6860513,"threshold_uncertainty_score":0.8513828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360315599383511,"score_gpt":0.1733205285333793,"score_spread":0.1597173725395442,"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."}}