{"id":"W1858414561","doi":"10.7202/1031289ar","title":"The Story of a Commercial Street: Growth, Decline, and Gentrification on Gottingen Street, Halifax","year":2015,"lang":"en","type":"article","venue":"Urban History Review","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gentrification; High Street; Character (mathematics); Geography; Economic geography; Transport engineering; Civil engineering; Archaeology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006658419,0.0004275956,0.0002945808,0.001258818,0.007436196,0.004896936,0.0009672343,0.001283244,0.003279041],"category_scores_gemma":[0.0007152699,0.0001773896,0.0001309189,0.003290192,0.01206065,0.002068477,0.002463125,0.001671497,0.0002428174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02568375,"about_ca_system_score_gemma":0.01013596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7249704,"about_ca_topic_score_gemma":0.8355842,"domain_scores_codex":[0.9994723,0.0001894868,0.0000124189,0.00005154153,0.00009281395,0.0001814771],"domain_scores_gemma":[0.9996132,0.0001594674,0.00005071293,0.00001793367,0.00008552941,0.00007311429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000122787,0.00002212784,0.00705899,0.0009216823,0.00003106976,0.005813523,0.7057483,0.0006262635,0.0006525999,0.1221926,0.06693546,0.08987443],"study_design_scores_gemma":[0.000004480381,0.00002743734,0.02195007,0.0008613324,0.00001963999,0.0006559218,0.3762017,0.00007613326,0.0003376252,0.002283867,0.597553,0.00002891782],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5704443,0.1964399,0.0003640615,0.03979407,0.0008461876,0.00002768001,0.0006763802,0.00003578608,0.1913717],"genre_scores_gemma":[0.9111091,0.06009138,0.0001298441,0.001757752,0.0001176737,0.00001871864,0.0001784373,0.00003069711,0.02656648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2750296,"threshold_uncertainty_score":0.5532986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340694486065283,"score_gpt":0.2260701914882203,"score_spread":0.2026632466275675,"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."}}