{"id":"W4319456966","doi":"10.1016/b978-0-443-18862-6.00008-2","title":"Integrated battery-based systems","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Battery (electricity); Propulsion; Automotive engineering; System integration; Electrically powered spacecraft propulsion; Fuel cells; Lithium-ion battery; Gas turbines; Engineering; Computer science; Systems engineering; Aerospace engineering; Mechanical engineering; Operating system","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001289711,0.0007466424,0.0005441437,0.0004835339,0.0003170412,0.001755741,0.001146681,0.0009208584,0.05362355],"category_scores_gemma":[0.0002059063,0.000371352,0.0003205054,0.001020618,0.0002591869,0.001576546,0.001082777,0.001029188,0.02457365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004832607,"about_ca_system_score_gemma":0.0002992187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006426757,"about_ca_topic_score_gemma":0.001550568,"domain_scores_codex":[0.9998393,0.00001004646,0.000006966817,0.00003255998,0.0000957284,0.00001540549],"domain_scores_gemma":[0.9999409,0.00001125215,0.000002504731,0.00001269423,0.00002739699,0.000005255664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007338076,0.00009376534,0.0001464761,0.0006231609,0.00004143843,0.0001392477,0.0001350198,0.003434866,0.02052471,0.07453683,0.1637356,0.7365155],"study_design_scores_gemma":[0.000009095237,0.00006665589,0.0002858498,0.0001460628,0.00001774605,0.0002765298,0.00003291534,0.004547803,0.003838364,0.01662406,0.9741435,0.00001148069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004322507,0.06463125,0.1332203,0.001144109,0.004036092,0.000124892,0.0005758967,0.002164294,0.7897807],"genre_scores_gemma":[0.03200416,0.02560403,0.01990673,0.0005752741,0.0007080012,0.00008732727,0.0008227452,0.0002344336,0.9200574],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05362355,"threshold_uncertainty_score":0.1793886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02680278806740425,"score_gpt":0.2481730298095927,"score_spread":0.2213702417421884,"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."}}