{"id":"W6884917212","doi":"10.13140/2.1.2212.6400","title":"Determinants of Urban Sustainability: Empirical Evidence from the Study of the Cities of Quebec","year":2013,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Empirical evidence; Sample (material); Empirical research; Urbanization; Government (linguistics)","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":[0.0002303704,0.0001054479,0.0002323951,0.000027872,0.00003265789,0.00001583014,0.000405477,0.00003594454,0.00009298703],"category_scores_gemma":[0.0002397507,0.00005485559,0.00006497256,0.0001879275,0.0001184936,0.0001213728,0.0001193233,0.00008528642,6.364168e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009243743,"about_ca_system_score_gemma":0.0001225293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0292908,"about_ca_topic_score_gemma":0.001654896,"domain_scores_codex":[0.9990082,0.0001154742,0.0003563132,0.0001092791,0.0002530655,0.0001577159],"domain_scores_gemma":[0.9984894,0.0006639172,0.00007363415,0.0005266257,0.0002240138,0.00002240752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006847419,0.0001236063,0.9846166,0.0001535094,0.00004138831,8.415893e-7,0.007436841,0.001386006,0.0007078059,0.00006927393,0.002271489,0.003185764],"study_design_scores_gemma":[0.0002318052,0.0001422291,0.8968965,0.0001057225,0.00004460828,2.886479e-7,0.08152711,0.006888306,0.01291164,0.001094938,0.00005851927,0.00009827783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984994,0.0001997521,0.0002876643,0.0001207123,0.00007137282,0.0006903267,0.000001553378,0.00002565803,0.0001035878],"genre_scores_gemma":[0.9993315,0.00000536268,0.00007069638,0.00001411347,0.00001746764,0.00004222888,9.629523e-8,0.00001018409,0.0005082879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08772007,"threshold_uncertainty_score":0.9771733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03086463715716457,"score_gpt":0.2865605296991814,"score_spread":0.2556958925420169,"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."}}