{"id":"W6902023789","doi":"10.6084/m9.figshare.13087670","title":"Minnesota's Smarter Grid","year":2018,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electrification; Electricity; Baseline (sea); Grid; Energy (signal processing); Climate change; Energy transition; Energy system; Efficient energy use","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000250433,0.0002098257,0.00007657398,0.0001954923,0.0007944786,0.001626715,0.0002887064,0.0003926881,0.01626612],"category_scores_gemma":[0.0005287935,0.0001114672,0.0001590426,0.0002776503,0.0003023784,0.001294932,0.001039797,0.0005269126,0.001454318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003121633,"about_ca_system_score_gemma":0.003085063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.197212,"about_ca_topic_score_gemma":0.4008273,"domain_scores_codex":[0.9998602,0.00002108432,0.000004610941,0.00003738178,0.00004707984,0.00002966752],"domain_scores_gemma":[0.9998299,0.00001478512,0.00001322606,0.00002787915,0.00005526895,0.0000589158],"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":[0.00008906467,0.00006897141,0.01591552,0.0001412945,0.00002276328,0.0005993018,0.001085764,0.01271836,0.002170524,0.2717863,0.5861081,0.1092941],"study_design_scores_gemma":[0.00001687792,0.00003043495,0.006883777,0.0000692462,0.00001256458,0.0001247315,0.0006360903,0.007020526,0.0005219762,0.009729584,0.9749379,0.00001627374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07994272,0.0007253833,0.009806868,0.01801806,0.0005662336,0.0001028429,0.003552546,0.0009219748,0.8863634],"genre_scores_gemma":[0.6050457,0.002081012,0.01561405,0.004504197,0.0001490855,0.00009338166,0.003344918,0.0002681124,0.3688995],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.197212,"threshold_uncertainty_score":0.3921282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03502960355143902,"score_gpt":0.3118135814593489,"score_spread":0.2767839779079099,"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."}}