{"id":"W3199392992","doi":"10.32393/csme.2021.90","title":"Analysis Of Microgeneration Options For The City Of Edmonton","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Computer science; Business; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008892819,0.0004022037,0.0003355942,0.002258054,0.001279455,0.001563042,0.0006313707,0.000525066,0.004114432],"category_scores_gemma":[0.001704619,0.0002547593,0.0007762445,0.002433706,0.0004894105,0.0005502842,0.0008283352,0.0003815985,0.0001260355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008787014,"about_ca_system_score_gemma":0.005134408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5153955,"about_ca_topic_score_gemma":0.8142868,"domain_scores_codex":[0.9995098,0.0001123425,0.00001325234,0.00005591528,0.0001568464,0.0001519509],"domain_scores_gemma":[0.99938,0.000255406,0.00007849295,0.00002571718,0.0001816708,0.00007861567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008314169,0.0002382013,0.3155361,0.0003788799,0.000313621,0.002123079,0.002904848,0.566174,0.005779274,0.03841484,0.003577266,0.06372844],"study_design_scores_gemma":[0.000107989,0.0003264208,0.5517465,0.0002096456,0.0002184156,0.0003261449,0.02091989,0.3738941,0.003807361,0.008856014,0.03936511,0.0002223693],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895947,0.0001513461,0.002134192,0.0001840848,0.000004882177,0.00006371935,0.0007924737,0.00001277931,0.007061874],"genre_scores_gemma":[0.9891517,0.0001881471,0.005509568,0.0000207071,0.00000269192,0.0000435559,0.00104602,0.000008849493,0.004028764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4846045,"threshold_uncertainty_score":0.9749169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06240186146954223,"score_gpt":0.336159986358739,"score_spread":0.2737581248891968,"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."}}