{"id":"W4295128213","doi":"10.1002/mame.202200402","title":"Effect of Martensitic Transformation of NiTi Particles on Temperature Sensitivity of Flexible VGCF/PDMS Films","year":2022,"lang":"en","type":"article","venue":"Macromolecular Materials and Engineering","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Defense Pre-Research Foundation of China; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Materials science; Composite material; Nickel titanium; Electrical resistivity and conductivity; Composite number; Percolation (cognitive psychology); Thermal expansion; Shape-memory alloy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004294169,0.0001602059,0.0003922298,0.00008327407,0.0000342903,0.00001162444,0.00004201101,0.00004275191,0.00004978675],"category_scores_gemma":[0.00003878411,0.0001584084,0.0000459221,0.000105667,0.0000225771,0.0000587084,0.0000244894,0.00005985752,4.506939e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001149508,"about_ca_system_score_gemma":0.000003024693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002319875,"about_ca_topic_score_gemma":2.289828e-7,"domain_scores_codex":[0.9991534,0.0001029995,0.0003191247,0.0001062095,0.0001401624,0.0001781438],"domain_scores_gemma":[0.9996477,0.0001024414,0.00005382021,0.0001384465,0.00002102522,0.00003660185],"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":[0.00004991768,0.000008158886,0.000003186483,0.0006721362,0.0000277496,0.00001195444,0.0001377211,0.3094687,0.6890556,0.0003368538,0.000003845561,0.000224177],"study_design_scores_gemma":[0.0003172351,0.0002565433,0.0002668694,0.00009235979,0.00003185016,0.00002881583,0.00003150862,0.005750701,0.9930522,0.00001181853,0.00002756305,0.0001325192],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982163,0.00009753416,0.0007764811,0.000003643641,0.0005047964,0.000121931,0.0001469212,0.00008355507,0.00004886546],"genre_scores_gemma":[0.9995943,0.00001539032,0.0002805556,0.000003666298,0.00001778786,0.00001960233,0.00003176722,0.00003384891,0.000003028568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3039966,"threshold_uncertainty_score":0.6459705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003929559119777057,"score_gpt":0.18609572686102,"score_spread":0.1821661677412429,"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."}}