{"id":"W7131630921","doi":"10.71892/11143/1453","title":"Refroidissement par immersion biphasique de batteries lithium-ions dans une enceinte fermée","year":2025,"lang":"fr","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Université de Sherbrooke","keywords":"Heat load; Gas turbines; Thermal management of electronic devices and systems","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001565662,0.0003880154,0.0002401386,0.0002041833,0.0001439416,0.0002691608,0.0002438222,0.0002425613,0.001430208],"category_scores_gemma":[0.0002219021,0.0001698079,0.0002339241,0.0001936226,0.0001690408,0.0003233471,0.000317639,0.0003911143,0.0004661679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002772083,"about_ca_system_score_gemma":0.0001677057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161271,"about_ca_topic_score_gemma":0.001487029,"domain_scores_codex":[0.9998479,0.00001121858,0.000007122277,0.00004015612,0.00006680052,0.00002678017],"domain_scores_gemma":[0.9999032,0.00001942016,0.00002607298,0.00001302969,0.00002869268,0.000009456589],"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":[0.00008208856,0.000008746915,0.00006719364,0.00009468776,0.000003939837,0.00003409536,0.00006367903,0.0004607252,0.993486,0.0001109092,0.00004992565,0.005538054],"study_design_scores_gemma":[0.000009392238,0.000286114,0.0008239966,0.000007460574,0.000008682027,0.0000566619,0.00002792029,0.002124572,0.9938407,0.000040905,0.002764957,0.000008626911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9831253,0.001313624,0.01190696,0.00005798651,0.00004318572,0.0000343562,0.000212186,0.0002272116,0.003079279],"genre_scores_gemma":[0.9839992,0.0009236317,0.008715961,0.00002757976,0.00001182001,0.00004467762,0.0002173081,0.00006790878,0.005991946],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001430208,"threshold_uncertainty_score":0.004784524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303233192605476,"score_gpt":0.3144386193542858,"score_spread":0.291406287428231,"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."}}