{"id":"W4391613400","doi":"10.1002/ese3.1690","title":"Progress in energy: USA–Canada special issue on energy","year":2024,"lang":"en","type":"article","venue":"Energy Science & Engineering","topic":"Advanced battery technologies research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Engineering physics; Engineering; Physics","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"],"consensus_categories":[],"category_scores_codex":[0.0001617974,0.0002984843,0.0002138564,0.0009132043,0.00007425714,0.0001666882,0.00086526,0.00009895163,0.0001380573],"category_scores_gemma":[0.00005310869,0.0003017809,0.00003810747,0.002427824,0.0001805821,0.0004744648,0.0001820722,0.0003269444,0.00001318437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047192,"about_ca_system_score_gemma":0.0002441036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005753029,"about_ca_topic_score_gemma":0.02951323,"domain_scores_codex":[0.9974451,0.000007817718,0.0002609162,0.000537308,0.0007594595,0.0009894026],"domain_scores_gemma":[0.9992813,0.00008752211,0.00001153493,0.0004312748,0.00003035949,0.0001580259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002295446,0.000008559052,0.00007357296,0.000009122934,0.000008125634,0.0002849258,0.00002042233,0.6541665,0.003783195,0.2395085,0.001812931,0.1003219],"study_design_scores_gemma":[0.00006351688,0.00002840862,0.0002869969,0.000089627,0.000001123793,0.00001155198,0.00001766049,0.2223567,0.06934861,0.000114411,0.7073655,0.0003159399],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5038173,0.03153533,0.2641184,0.003720832,0.04915076,0.0006439582,0.000122379,0.01599861,0.1308925],"genre_scores_gemma":[0.9968029,0.0002080193,0.000870432,0.00005481438,0.001276054,0.00008195132,0.000003725607,0.000068336,0.0006338297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7055526,"threshold_uncertainty_score":0.9999434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006040720488537416,"score_gpt":0.229209142727954,"score_spread":0.2231684222394166,"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."}}