{"id":"W4403372605","doi":"10.1515/9780228022336","title":"The Past, Present, and Future of Canadian Cities","year":2024,"lang":"en","type":"book","venue":"McGill-Queen's University Press eBooks","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Physical geography; History","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":[0.0007342107,0.0004946447,0.0002640686,0.001899631,0.01798141,0.01073429,0.001184825,0.00129748,0.01639494],"category_scores_gemma":[0.001216094,0.0003169224,0.0003771741,0.004736801,0.008021485,0.002301555,0.001905192,0.002081072,0.001658072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1290995,"about_ca_system_score_gemma":0.1293442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9888667,"about_ca_topic_score_gemma":0.9964526,"domain_scores_codex":[0.9983645,0.0001009198,0.0000231455,0.0001199464,0.0007872288,0.0006043169],"domain_scores_gemma":[0.9993492,0.0000491408,0.00001898721,0.00003982785,0.0003479432,0.000194877],"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":[0.00001940167,0.00001006102,0.001411117,0.0001521238,0.000006684736,0.0001820778,0.008598671,0.0007172527,0.0002104306,0.6037984,0.3170251,0.06786861],"study_design_scores_gemma":[0.000001695999,0.000002575664,0.001595529,0.00008285671,0.000004232933,0.00004846263,0.003974587,0.0001050689,0.00005005161,0.004749431,0.9893668,0.00001861381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01244515,0.03847695,0.0008293097,0.03943732,0.002076041,0.00003041533,0.0007651041,0.0001221702,0.9058174],"genre_scores_gemma":[0.2638518,0.05222649,0.002447485,0.004730606,0.0004544455,0.00004400192,0.0009192412,0.0001652185,0.6751607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1290995,"threshold_uncertainty_score":0.9366865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006917554754797583,"score_gpt":0.1691332550807283,"score_spread":0.1622157003259307,"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."}}