{"id":"W6922314854","doi":"10.11575/prism/39247","title":"Microgrids: Advancing The Resilience Of Canada'S Future Energy System","year":2021,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Incentive; Indigenous; Resilience (materials science); Psychological resilience; Fossil fuel; Government (linguistics); Energy system; Energy policy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003703904,0.0003225619,0.0005766617,0.00008082742,0.00009338841,0.0001008955,0.00178115,0.0002029531,0.00977924],"category_scores_gemma":[0.00003394713,0.0002330617,0.00006730387,0.0004238924,0.00008091484,0.00003312191,0.0004981706,0.0002024879,0.0001140134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000446589,"about_ca_system_score_gemma":0.003333538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7790989,"about_ca_topic_score_gemma":0.9910105,"domain_scores_codex":[0.9979271,0.0002369791,0.0003364722,0.0005738815,0.0005078246,0.0004177548],"domain_scores_gemma":[0.9979479,0.00005337596,0.0006070157,0.001192904,0.0000921934,0.0001066313],"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":[0.00001453772,0.00001590975,0.00002673431,0.0001095176,0.0001236612,0.0001665387,0.0001041154,0.00002493671,0.002369073,0.0000742093,0.9831709,0.01379987],"study_design_scores_gemma":[0.0001548655,0.000007948835,0.00002072159,0.001770802,0.00005407275,0.00005292569,0.003736499,0.00001120981,0.005900687,2.632805e-7,0.9880268,0.0002632342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001586542,0.01487184,0.000008658974,0.0001118847,0.0009045072,0.0004194333,0.0009440166,0.000003842611,0.9825771],"genre_scores_gemma":[0.001497219,0.00004644397,0.002873276,0.00004131471,0.0008374624,0.000033691,0.0001374831,0.0006998734,0.9938332],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2119116,"threshold_uncertainty_score":0.9911259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007177073261755139,"score_gpt":0.2410261887268778,"score_spread":0.2338491154651226,"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."}}