{"id":"W594598674","doi":"","title":"Questions about ‘Smart Growth: A critical appraisal of urban growth strategies in Australasian and North American Cities","year":2011,"lang":"en","type":"article","venue":"ResearchSpace (University of Auckland)","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Critical appraisal; Geography; Smart growth; Regional science; Environmental planning; Urban planning; Economic growth; Engineering; Economics; Civil engineering; Medicine","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":[0.0002503269,0.00008996371,0.0002120261,0.00005469992,0.0001319211,0.00002117308,0.0002531604,0.00004661577,0.00009248235],"category_scores_gemma":[0.0002247431,0.00005173055,0.00004802348,0.0005336894,0.001163629,0.000310803,0.0001409577,0.0001569883,0.000001855948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002542836,"about_ca_system_score_gemma":0.00004968225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02421146,"about_ca_topic_score_gemma":0.03351452,"domain_scores_codex":[0.9990111,0.0001448298,0.0001009762,0.0001996421,0.0002507587,0.0002926751],"domain_scores_gemma":[0.9992324,0.0003362941,0.00004650923,0.0000464316,0.0002020599,0.0001362881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001266303,0.00009698761,0.9876038,0.00006112105,0.00000992954,0.00001989838,0.003090304,7.925811e-8,0.00036761,0.007498175,0.0003486726,0.0007767621],"study_design_scores_gemma":[0.0001221238,0.0003210384,0.9656854,0.00002178547,0.000004888915,0.00000143038,0.03242381,0.000008328133,0.00005487601,0.001130446,0.0001327333,0.00009310515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966747,0.00002864988,0.000006947369,0.001706287,0.00001288506,0.000100256,0.00002622031,0.00001795819,0.00142606],"genre_scores_gemma":[0.9992589,0.0001889876,0.0003196097,0.000002650777,0.00001057944,4.918485e-7,0.00001053425,6.34014e-7,0.0002076509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02933351,"threshold_uncertainty_score":0.9841213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652747093170656,"score_gpt":0.2510247217801822,"score_spread":0.2244972508484756,"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."}}