{"id":"W1969388804","doi":"10.1109/tuffc.2012.2395","title":"Introduction to the IEEE International Symposium on Applications of Ferroelectrics and International Symposium on Piezoresponse Force Microscopy and Nanoscale Phenomena in Polar Materials","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Piezoresponse force microscopy; Nanotechnology; Engineering physics; Nanoscopic scale; Field (mathematics); Materials science; Engineering; Engineering ethics; Ferroelectricity; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004370665,0.0003068238,0.0003058613,0.0004442675,0.0001565801,0.00008242652,0.0002780592,0.0002067266,0.00001465356],"category_scores_gemma":[0.00005753627,0.0002739571,0.00004641104,0.0004925777,0.00009773267,0.000178475,0.000003017386,0.000457993,0.000005564993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003188063,"about_ca_system_score_gemma":0.00002564014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003905539,"about_ca_topic_score_gemma":0.00002980849,"domain_scores_codex":[0.9984064,0.00006762458,0.0004438212,0.0003737253,0.0002771952,0.0004312701],"domain_scores_gemma":[0.9989566,0.0004228867,0.00009587713,0.0003108488,0.00009892215,0.0001149032],"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":[0.000491199,0.0003429234,0.000208747,0.00005426999,0.0001961159,0.000001372238,0.0004529815,0.01341448,0.951094,0.002009647,0.0001806082,0.03155363],"study_design_scores_gemma":[0.005134024,0.002199919,0.002285277,0.0001848931,0.0003611488,0.0001950981,0.0003680979,0.07710251,0.9010268,0.001263928,0.008350724,0.001527618],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5402884,0.001317787,0.4472224,0.005887209,0.002202488,0.001744182,0.0007782723,0.0002582622,0.0003009878],"genre_scores_gemma":[0.9961494,0.002549445,0.0003982297,0.0001818375,0.0002892296,0.0002883042,0.00001202996,0.00004719905,0.0000843062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4558611,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007113498385089465,"score_gpt":0.2260416244335035,"score_spread":0.2189281260484141,"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."}}