{"id":"W3177151413","doi":"10.1002/er.6842","title":"Overview of Canada's energy storage related research activities: A perspective","year":2021,"lang":"en","type":"article","venue":"International Journal of Energy Research","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Perspective (graphical); Energy storage; Environmental science; Engineering physics; Environmental economics; Engineering; Computer science; Economics; Physics; Thermodynamics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004131267,0.0002336113,0.0006211142,0.001467953,0.0002164616,0.0001410594,0.001624488,0.0001969917,0.001295501],"category_scores_gemma":[0.002723928,0.0002188417,0.0003044651,0.001716177,0.000362634,0.0003720495,0.0005475584,0.001058902,0.000003894077],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003581057,"about_ca_system_score_gemma":0.01007968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6831371,"about_ca_topic_score_gemma":0.5955052,"domain_scores_codex":[0.9883059,0.002985253,0.001185881,0.0004499352,0.006242748,0.0008302862],"domain_scores_gemma":[0.9826696,0.00197948,0.0004902069,0.0005606482,0.01391758,0.0003824907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005022727,0.0005450645,0.0001502058,0.00004311738,0.002249213,0.008633887,0.0008179487,0.03671509,0.0390606,0.8713645,0.03255135,0.007366703],"study_design_scores_gemma":[0.002220949,0.0003684143,0.0004067499,0.00113697,0.00002517102,0.002647432,0.0108439,0.002149729,0.1670221,0.03059241,0.7821515,0.0004346673],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3207121,0.03932463,0.0009608663,0.01270841,0.009300466,0.000134984,0.0001283041,0.0000548853,0.6166753],"genre_scores_gemma":[0.9577887,0.002247902,0.0001011259,0.0000807303,0.0008658314,0.00001450701,0.00001827044,0.00006589521,0.03881702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8407722,"threshold_uncertainty_score":0.9996175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08853826381088116,"score_gpt":0.3977276434248122,"score_spread":0.3091893796139311,"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."}}