{"id":"W4312943280","doi":"10.51347/jum.v15i1.4908","title":"M. Foran (2009) Expansive discourses: urban sprawl in Calgary 1945 – 1978","year":2011,"lang":"en","type":"article","venue":"Urban Morphology","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Urban sprawl; Expansive; Geography; Architectural engineering; Sociology; Civil engineering; Engineering; Urban planning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004099836,0.0001653481,0.0002650649,0.0002208183,0.0002727931,0.00003234288,0.0003922177,0.000241877,0.00237318],"category_scores_gemma":[0.0002385894,0.0001713595,0.00006577577,0.0005046763,0.0005741279,0.0002527278,0.00005796644,0.0002515926,0.0003084567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009464056,"about_ca_system_score_gemma":0.0001866449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008782731,"about_ca_topic_score_gemma":0.005781383,"domain_scores_codex":[0.9981897,0.0003016706,0.0002994414,0.0003753889,0.0002283722,0.0006054442],"domain_scores_gemma":[0.9992825,0.00007773914,0.0001201481,0.0002512877,0.00007999317,0.0001882713],"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":[0.00006804767,0.0002797556,0.6264893,0.000007838847,0.00003023954,0.0003985081,0.1137216,0.00000312977,0.0003746046,0.1038248,0.1539169,0.0008852711],"study_design_scores_gemma":[0.002526568,0.0003965599,0.3070654,0.00008275955,0.0000858094,0.00004382252,0.04155124,0.0001102154,0.0007277022,0.00583114,0.6403231,0.001255735],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6379815,0.0007859856,0.0009946066,0.001585397,0.001510903,0.0006038476,0.00002774117,0.0002704001,0.3562396],"genre_scores_gemma":[0.9877729,0.00003684296,0.000550593,0.001497409,0.0002604958,0.00002719049,0.00003398203,0.00001897454,0.009801545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4864062,"threshold_uncertainty_score":0.9985388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03478260235907002,"score_gpt":0.2785544277056223,"score_spread":0.2437718253465523,"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."}}