{"id":"W4385661120","doi":"10.1515/9783111248097-003","title":"Neighbourhood Dynamics, Neighbourhood Character and the Persistence of Shared Infrastructure: Impressions from an Urban Quarter in Athens, 5<sup>th</sup> Century B.C. to 3<sup>rd</sup> Century A.D.","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Quarter (Canadian coin); Acropolis; Geography; Situated; Character (mathematics); History; Archaeology; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006214683,0.0001814015,0.0001982337,0.0008315567,0.003425301,0.00271474,0.0003158531,0.0005845652,0.00323688],"category_scores_gemma":[0.0007765053,0.0001932414,0.0001785447,0.000997359,0.002974177,0.002118361,0.001854954,0.0009803926,0.0003303961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002196782,"about_ca_system_score_gemma":0.0006048717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0484156,"about_ca_topic_score_gemma":0.1525071,"domain_scores_codex":[0.9997548,0.0001082259,0.00001203324,0.00002338827,0.00006070194,0.00004082042],"domain_scores_gemma":[0.99968,0.0001066944,0.00005709589,0.00002172857,0.00003208938,0.0001024515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005169142,0.0000266111,0.02985343,0.0001099735,0.00001359044,0.0007856825,0.9193251,0.0001523208,0.0005527382,0.01078131,0.01528864,0.02305893],"study_design_scores_gemma":[0.000003939219,0.00004865045,0.123634,0.0001275612,0.000008700487,0.0005141867,0.8090039,0.00009824438,0.0001121167,0.001212123,0.06521232,0.00002418301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9390331,0.003433253,0.0001596254,0.003338519,0.0001855726,0.00001087269,0.0001356321,0.000009129737,0.0536942],"genre_scores_gemma":[0.9888836,0.0008042724,0.00006017142,0.0001701609,0.00001440233,0.000004441332,0.00002913665,0.000004363287,0.01002951],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0484156,"threshold_uncertainty_score":0.09626758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174573344824634,"score_gpt":0.2550926212448507,"score_spread":0.2376352867623873,"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."}}