{"id":"W7009686841","doi":"","title":"Elexicon Energy, Opus One Solutions, and Marshall Homes Design Canada’s First Preplanned Nested ‘Microgrid’ Residential Community","year":2021,"lang":"en","type":"other","venue":"","topic":"Education, Technology, and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Residential area; Architecture; Opus","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004322214,0.0002559999,0.0002817794,0.00008019239,0.000493745,0.0000558469,0.0004551485,0.0005618325,0.009108191],"category_scores_gemma":[0.0001103918,0.000270533,0.00003169538,0.0001722299,0.0004835732,0.00004554374,0.0004494158,0.0005414289,0.00001390419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003619598,"about_ca_system_score_gemma":0.0004002898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9577345,"about_ca_topic_score_gemma":0.9958265,"domain_scores_codex":[0.9984004,0.0003675354,0.0002262924,0.0003650794,0.0002608399,0.0003798528],"domain_scores_gemma":[0.9988108,0.0002020871,0.0001460343,0.0007063578,0.00001290846,0.0001218507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005374424,0.0001202285,0.005947133,0.00005954224,0.00005804388,0.00000607216,0.0001286219,0.00001391357,0.0002052229,0.0003350383,0.9925362,0.0005845878],"study_design_scores_gemma":[0.0003469657,0.00006617152,0.02651698,0.0002401693,0.00009035067,0.00005067075,0.00127348,0.00004435456,0.001030817,0.001109656,0.9685471,0.0006833049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01385302,0.03367298,0.007273134,0.04505437,0.004471029,0.002485291,0.0004381364,0.0020532,0.8906989],"genre_scores_gemma":[0.06198958,0.01059405,0.008089045,0.001382716,0.0002618139,0.00009868293,0.0008005045,0.0003325355,0.9164511],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04813656,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04205769560365141,"score_gpt":0.2466139938043063,"score_spread":0.2045562982006549,"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."}}