{"id":"W4310837205","doi":"10.4000/angles.5859","title":"Urban Development and Regeneration in Ancoats, Manchester: From Industrial Suburb to Urban Village","year":2022,"lang":"en","type":"article","venue":"Angles","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban regeneration; Quarter (Canadian coin); Urban planning; Geography; Regeneration (biology); City centre; Civil engineering; Environmental planning; Engineering; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002907969,0.00005707476,0.00007904372,0.00007799931,0.0004426795,0.00007099361,0.00009554783,0.00004394287,0.0001939028],"category_scores_gemma":[0.00005895087,0.00006649001,0.000008968942,0.0002995274,0.00002050988,0.00009585201,0.00006544065,0.00008244519,0.000008861967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001225939,"about_ca_system_score_gemma":0.0001055154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001206275,"about_ca_topic_score_gemma":0.004542963,"domain_scores_codex":[0.9992017,0.000130619,0.0001321336,0.0001686979,0.0002234567,0.0001433884],"domain_scores_gemma":[0.9997852,0.00003693892,0.0000355173,0.00005884104,0.00001507602,0.00006841564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002829002,0.00005542317,0.7226452,0.000001721249,0.00001015339,0.00001716498,0.1653059,0.00005396597,0.0008097622,0.004989478,0.0947961,0.01128682],"study_design_scores_gemma":[0.0003441582,0.00002778006,0.04902478,0.00001127202,0.00000352781,2.693533e-7,0.0117572,0.00002339595,0.001220051,0.00008353267,0.9373443,0.0001597196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995934,0.0002147721,0.00004469033,0.001047377,0.000228805,0.0001488221,0.000009880611,0.00003579105,0.002335864],"genre_scores_gemma":[0.9972265,0.000005832435,0.0002929889,0.0006075753,0.0002850613,0.00002485008,0.00006326765,0.000006127212,0.001487752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8425482,"threshold_uncertainty_score":0.3404778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05091547054934509,"score_gpt":0.2600801698008811,"score_spread":0.209164699251536,"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."}}