{"id":"W4313472466","doi":"10.3390/s23010404","title":"Submillimeter Sized 2D Electrothermal Optical Fiber Scanner","year":2022,"lang":"en","type":"article","venue":"Sensors","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Cantilever; Actuator; Scanner; Optical fiber; Optics; Fabrication; Materials science; Fiber; Displacement (psychology); Acoustics; Optoelectronics; Physics; Electrical engineering; Engineering; Composite material","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":[0.0001071533,0.0001287107,0.0001342842,0.00008717222,0.0001129791,0.00001441373,0.0001586071,0.00005647141,0.000562174],"category_scores_gemma":[0.00002127619,0.0001294972,0.00006723453,0.0001942517,0.00003761463,0.00002033236,0.00005353271,0.0003819792,0.0001161859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009308316,"about_ca_system_score_gemma":0.00001250956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006956304,"about_ca_topic_score_gemma":9.887818e-7,"domain_scores_codex":[0.9991397,0.00002549613,0.00012673,0.0001579768,0.0001321185,0.0004180078],"domain_scores_gemma":[0.999698,0.00004123151,0.00001142778,0.0002059517,0.000009915647,0.00003348994],"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":[0.00003727338,0.00003450673,0.00009699709,0.00001861855,0.0001066253,0.00005781152,0.0002203176,0.003711915,0.9208743,0.0004234534,0.03059848,0.0438197],"study_design_scores_gemma":[0.0004152241,0.000109016,0.0003070221,0.000004254806,0.0000212233,0.0001004501,0.0001524299,0.0009856053,0.8518739,0.0001446223,0.145567,0.0003191743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899349,0.001022429,0.00003621202,0.0003134991,0.0001278007,0.0001001024,0.000006540107,0.001363582,0.007094981],"genre_scores_gemma":[0.9960405,0.00003687797,0.0006109116,0.00008522348,0.00004573961,0.00003637828,0.000005883079,0.00005008994,0.003088435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1149686,"threshold_uncertainty_score":0.6155411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004708025654924049,"score_gpt":0.1827142402069993,"score_spread":0.1780062145520752,"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."}}