{"id":"W4366768636","doi":"10.1088/2058-8585/accf6a","title":"Characterization method of the Joule heating efficiency of electric textiles and influence of boundary conditions","year":2023,"lang":"en","type":"article","venue":"Flexible and Printed Electronics","topic":"Thermal Radiation and Cooling Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; CTT Group (Canada)","funders":"Mitacs","keywords":"Joule heating; Overheating (electricity); Electric heating; Heating system; Materials science; Process engineering; Heating element; Textile; Nuclear engineering; Environmental science; Mechanical engineering; Composite material; Electrical engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001178439,0.00005340043,0.0001037868,0.0001134886,0.0000448805,0.000006096396,0.00008021971,0.0000454385,0.000003318561],"category_scores_gemma":[0.0000731735,0.00004498814,0.00001827552,0.0005924711,0.00004394709,0.00004873752,0.00002848225,0.0001012852,3.543783e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000109482,"about_ca_system_score_gemma":0.00003642928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006452855,"about_ca_topic_score_gemma":0.000002302956,"domain_scores_codex":[0.9995869,0.00001736856,0.0001646967,0.00006017573,0.00006014625,0.0001107106],"domain_scores_gemma":[0.9997382,0.0000614585,0.00004894544,0.00009963498,0.00004221298,0.000009566062],"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":[0.000004447029,0.000007152817,0.001116937,0.0001080229,0.00001867441,4.511711e-8,0.0002305799,0.02190178,0.9618312,0.006934884,0.000005319967,0.007840972],"study_design_scores_gemma":[0.0001019922,0.0000605298,0.06878915,0.00005104415,0.00001295483,0.000003376345,0.0000454835,0.09044564,0.8381297,0.002040968,0.0002629439,0.00005619957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945214,0.0004299744,0.004680617,0.00003349005,0.00001499418,0.00008171411,0.00001052066,0.0001333099,0.00009395471],"genre_scores_gemma":[0.998905,0.0009113134,0.000137906,0.000006918374,0.000002792734,0.000005141289,0.000005480531,0.000006677984,0.00001877587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1237015,"threshold_uncertainty_score":0.1834563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007280925582753507,"score_gpt":0.248214298304805,"score_spread":0.2409333727220515,"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."}}