{"id":"W4306951141","doi":"10.18280/ijsdp.170628","title":"The Image of Amman City: Structure, Identity, and Meaning","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Meaning (existential); Pedestrian; Mental mapping; Architectural engineering; Identity (music); Urban structure; Representation (politics); Architecture; Observer (physics); Geography; Image (mathematics); Transport engineering; Civil engineering; Computer science; Urban planning; Artificial intelligence; Aesthetics; Psychology; Engineering; Political science; Social psychology; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004148425,0.000258046,0.0001276731,0.0008555024,0.001910958,0.00362184,0.0003286614,0.0003877157,0.002565948],"category_scores_gemma":[0.0004796485,0.0001101422,0.0001256399,0.001122228,0.004643043,0.001786793,0.00156927,0.0006743666,0.0001850005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002292205,"about_ca_system_score_gemma":0.001251006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007707352,"about_ca_topic_score_gemma":0.01178748,"domain_scores_codex":[0.999726,0.0001145628,0.00001137297,0.00002954448,0.00007203309,0.00004662104],"domain_scores_gemma":[0.9998503,0.00003677755,0.00003802995,0.00001141729,0.00004396063,0.00001945066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001486269,0.00007881539,0.04544692,0.0003311598,0.00002632463,0.002727086,0.7107421,0.0007700774,0.008381079,0.1628019,0.006931926,0.06161398],"study_design_scores_gemma":[0.00000591694,0.0000657932,0.085771,0.0002356011,0.00002320253,0.001704749,0.791207,0.0009555867,0.001985145,0.009672844,0.1083355,0.00003770698],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.899761,0.001201274,0.00273833,0.002400066,0.00005944538,0.00003302682,0.0001196502,0.00001444201,0.09367287],"genre_scores_gemma":[0.9939512,0.0004397881,0.0008734995,0.0001131452,0.00001207558,0.00001462232,0.00004505797,0.000007723786,0.004542906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007707352,"threshold_uncertainty_score":0.01663119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073908969343106,"score_gpt":0.2263265571679078,"score_spread":0.2155874674744768,"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."}}