{"id":"W3036274031","doi":"10.1139/cjce-2020-0077","title":"CSR maturity model for smart city assessment","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada); University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Maturity (psychological); Capability Maturity Model; Sustainability; Smart city; Key (lock); Population; Process management; Computer science; Engineering; Political science; Sociology; Internet of Things; Computer security; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005814105,0.0009289316,0.0003621194,0.003676105,0.0008454388,0.003229651,0.001353095,0.001417156,0.005066761],"category_scores_gemma":[0.01265352,0.0002961595,0.001295211,0.003067488,0.0008937147,0.005588219,0.002778077,0.001998402,0.001158951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004814343,"about_ca_system_score_gemma":0.006145654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01324682,"about_ca_topic_score_gemma":0.01322661,"domain_scores_codex":[0.9960174,0.001580415,0.0003308792,0.0003733047,0.001329622,0.0003684141],"domain_scores_gemma":[0.9940524,0.002009047,0.0006702754,0.0002889042,0.002645329,0.0003341362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009513952,0.0003449445,0.02416592,0.0005125051,0.000107558,0.0003621071,0.003114958,0.2257938,0.002763133,0.5796046,0.009113912,0.1540214],"study_design_scores_gemma":[0.00003210197,0.0002566805,0.008591739,0.0004527183,0.00007988118,0.0002426862,0.003703229,0.6806606,0.002072764,0.2367079,0.06708233,0.0001174022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08778003,0.0006900941,0.7949419,0.004403699,0.0001150325,0.001175366,0.001579549,0.001026452,0.1082878],"genre_scores_gemma":[0.7519196,0.0005950396,0.2382854,0.0002271232,0.0000252246,0.00108335,0.001588953,0.0000871476,0.006188218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01324682,"threshold_uncertainty_score":0.03493065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041379500924988,"score_gpt":0.2008582521946294,"score_spread":0.1804444571853795,"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."}}