{"id":"W4409183281","doi":"10.1002/est2.70169","title":"Experimental Evaluation of Direct‐Burial Subterranean Battery Energy Storage System","year":2025,"lang":"en","type":"article","venue":"Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yukon University; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Emera; Dalhousie University; Canada Foundation for Innovation; Nova Scotia Research Innovation Trust","keywords":"Battery (electricity); Energy storage; Environmental science; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002611809,0.0003391034,0.0003650525,0.0003797786,0.0003987816,0.0004356158,0.0007968731,0.0005156521,0.005251906],"category_scores_gemma":[0.0006206169,0.0001211003,0.0002710574,0.0002931282,0.0002304722,0.0007071624,0.0003059874,0.000330571,0.0008053462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002762959,"about_ca_system_score_gemma":0.0002394516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240985,"about_ca_topic_score_gemma":0.001949545,"domain_scores_codex":[0.9997435,0.00002167896,0.0000296194,0.00005632321,0.0001038562,0.00004504323],"domain_scores_gemma":[0.999577,0.00006439722,0.00002960257,0.00004572644,0.0002506633,0.00003261172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002699606,0.0007404633,0.005118382,0.001138341,0.00007739379,0.000660535,0.0004316189,0.006967996,0.9199739,0.000714617,0.002654004,0.05882311],"study_design_scores_gemma":[0.0001290225,0.006520834,0.01196694,0.00007618801,0.00007781006,0.0003276739,0.0006521359,0.03221661,0.9387406,0.0002789408,0.008963005,0.00005036152],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923139,0.0002970627,0.003413075,0.00008421272,0.0001266572,0.0001025572,0.000721048,0.0001943836,0.002747136],"genre_scores_gemma":[0.9964541,0.0001154264,0.0009364127,0.00003196464,0.000005568877,0.00004866305,0.0001689362,0.00001167089,0.002227295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005251906,"threshold_uncertainty_score":0.01756942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206984095048264,"score_gpt":0.276975016788048,"score_spread":0.2549051758375654,"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."}}