{"id":"W4296234766","doi":"10.51347/jum.v15i1.3960","title":"Understanding the links between inherited built forms and urban design: Athens and Alexandria as case studies","year":2010,"lang":"en","type":"article","venue":"Urban Morphology","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Realm; Urban design; Plan (archaeology); Geography; Architectural engineering; Civil engineering; Urban planning; Cultural heritage; Regional science; Engineering; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001143599,0.0003964416,0.0004279234,0.002499897,0.004800622,0.003417995,0.001146216,0.001543695,0.001865707],"category_scores_gemma":[0.001393378,0.0002966331,0.0003540807,0.00331246,0.006873982,0.001600342,0.003509504,0.000969873,0.0002097587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007440833,"about_ca_system_score_gemma":0.001483769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04032738,"about_ca_topic_score_gemma":0.164527,"domain_scores_codex":[0.9984367,0.0009856988,0.00004933248,0.000127799,0.0001843883,0.0002160918],"domain_scores_gemma":[0.999471,0.0003059947,0.00006082052,0.00008912737,0.00004079956,0.0000324322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001591823,0.0002597568,0.04343208,0.0003550822,0.0001002665,0.02288721,0.7288908,0.002431809,0.00323216,0.1329641,0.001558255,0.06372932],"study_design_scores_gemma":[0.00004074266,0.0002411246,0.1180956,0.0004608318,0.00008870875,0.007361098,0.7218984,0.00144736,0.002231485,0.008716945,0.1393423,0.00007529332],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685112,0.0002915694,0.0002677722,0.0001557821,0.000004476155,0.00002317777,0.00002784193,0.000003470485,0.03071474],"genre_scores_gemma":[0.9950901,0.0003172863,0.0007100937,0.0000460525,0.000002679159,0.00002498774,0.00003783374,0.000004737679,0.003766046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04032738,"threshold_uncertainty_score":0.08018529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3382691441954216,"score_gpt":0.3033028297201028,"score_spread":0.03496631447531884,"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."}}