{"id":"W4412451367","doi":"10.1016/j.icheatmasstransfer.2025.109302","title":"Experimental study on the accelerated flame spread behavior over electrical wire under electric currents","year":2025,"lang":"en","type":"article","venue":"International Communications in Heat and Mass Transfer","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"State Key Laboratory of Fire Science; Youth Innovation Promotion Association of the Chinese Academy of Sciences; China Postdoctoral Science Foundation; Chinese Academy of Sciences; National Natural Science Foundation of China; Center for Autonomous Systems and Technologies; Canadian Anesthesiologists' Society","keywords":"Materials science; Mechanics; Flame spread; Current (fluid); Electric current; Thermodynamics; Combustion; Physics; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001311243,0.0001066278,0.00009564637,0.0002045765,0.0001104723,0.00006857115,0.0005749487,0.00004918855,0.0000428326],"category_scores_gemma":[0.00000821642,0.00008846374,0.00003349076,0.0003355881,0.00003915704,0.00006951801,0.00005250932,0.0004159318,0.000004542464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001619628,"about_ca_system_score_gemma":0.00002027377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005990236,"about_ca_topic_score_gemma":0.00006241186,"domain_scores_codex":[0.9992939,0.00007552846,0.0001811583,0.0001266607,0.0001783323,0.0001443688],"domain_scores_gemma":[0.9993761,0.000182824,0.000002692843,0.0003751019,0.0000399912,0.00002335966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005971051,0.0125795,0.2652063,0.00004332172,0.00125515,0.00002649333,0.004168102,0.007497092,0.232,0.4429607,0.001808993,0.03185728],"study_design_scores_gemma":[0.002199926,0.0002540683,0.297377,0.00007863278,0.00003696318,0.000003195249,0.0005753631,0.6905249,0.005204898,0.0009277229,0.00247975,0.0003375806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911301,0.0006207449,0.000566841,0.001217601,0.0001348535,0.0004784775,0.00001156975,0.00004387717,0.005795932],"genre_scores_gemma":[0.9989651,0.0004310673,0.00001697848,0.00007208051,0.000009262974,0.0003309051,0.00002936946,0.00001172129,0.0001334609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6830277,"threshold_uncertainty_score":0.3607447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05010667875531877,"score_gpt":0.3571476174393689,"score_spread":0.3070409386840501,"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."}}