{"id":"W2199940826","doi":"10.3846/20297955.2015.1113900","title":"SPATIAL PATTERN OF SUSTAINABLE URBAN DEVELOPMENT INDICATOR FOR THE MONTREAL URBAN COMMUNITY","year":2015,"lang":"en","type":"article","venue":"Journal of Architecture and Urbanism","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Concordia University","funders":"","keywords":"Sustainable development; Plan (archaeology); Urban planning; Environmental planning; Sustainable community; Geography; Spatial planning; Development plan; Sustainable city; Environmental resource management; Business; Political science; Civil engineering; Engineering; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008080169,0.000108094,0.0002069102,0.00004074684,0.000216552,0.00002855171,0.0003267089,0.00005148634,0.00003811692],"category_scores_gemma":[0.00002231873,0.00005799123,0.00006077641,0.00005421494,0.00003795337,0.00009083819,0.0001533267,0.0002286773,0.000002815846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004769843,"about_ca_system_score_gemma":0.00004831309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002820121,"about_ca_topic_score_gemma":0.002130771,"domain_scores_codex":[0.9990672,0.00008669961,0.0003203337,0.00007139245,0.0002569626,0.0001974291],"domain_scores_gemma":[0.9992177,0.000145019,0.0003142282,0.0001503747,0.0000302871,0.0001423895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009262352,0.0006876419,0.6953927,0.000447162,0.0005387861,0.00006253313,0.160532,0.002064999,0.0006485433,0.00008769934,0.03956331,0.09904841],"study_design_scores_gemma":[0.004278176,0.002015796,0.6497083,0.0001173282,0.0002130818,0.0002307024,0.009913675,0.0007274063,0.004462976,0.00404786,0.3238336,0.0004511242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936662,0.0004269825,0.004685699,0.0004592356,0.00009453355,0.000200733,0.000005101997,0.00000422631,0.0004573277],"genre_scores_gemma":[0.9991991,0.000008582125,0.0003612691,0.0001634224,0.0001443994,0.000005072475,0.000001887856,0.000008652116,0.0001076293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2842703,"threshold_uncertainty_score":0.4263198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109954751441814,"score_gpt":0.2068206484366427,"score_spread":0.1958251732924613,"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."}}