{"id":"W4403035483","doi":"10.1515/9780776638294-007","title":"The City of Ottawa: Symbolic Representation and Public Image","year":2022,"lang":"en","type":"book-chapter","venue":"University of Ottawa Press eBooks","topic":"Public Spaces through Art","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"The Symbolic; Representation (politics); Image (mathematics); Sociology; Computer science; Political science; Artificial intelligence; Psychology; Law; Politics; Psychoanalysis","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":[0.0004049618,0.001051997,0.0006895373,0.003551804,0.0180557,0.02208324,0.001839446,0.001867921,0.03081742],"category_scores_gemma":[0.001599654,0.0009472959,0.0004308172,0.01095384,0.01555305,0.006070202,0.004423999,0.002717101,0.002488407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08193916,"about_ca_system_score_gemma":0.06476936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9737613,"about_ca_topic_score_gemma":0.9942024,"domain_scores_codex":[0.9991811,0.0001283189,0.00003178985,0.00009261381,0.0002137866,0.0003523106],"domain_scores_gemma":[0.9993247,0.0001513,0.00007168297,0.00008103434,0.0001907112,0.0001805395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007746916,0.00002980661,0.003402524,0.0005137886,0.00003364162,0.000490758,0.1439974,0.000863851,0.0003321737,0.5975881,0.192075,0.06059556],"study_design_scores_gemma":[0.000008694819,0.00001022802,0.01153352,0.0005986178,0.00004968872,0.0001638008,0.1302219,0.0001920999,0.0001745399,0.02933222,0.8276327,0.0000818995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03637181,0.04227282,0.0007257693,0.01668101,0.0008148752,0.00005445289,0.002532703,0.0001358619,0.9004107],"genre_scores_gemma":[0.5383527,0.02549713,0.00164288,0.0009194629,0.0001773824,0.0001279256,0.0009359351,0.0002120884,0.4321344],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08193916,"threshold_uncertainty_score":0.594513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03848733654964075,"score_gpt":0.2638499714371605,"score_spread":0.2253626348875198,"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."}}