{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"9cf022e4cfb6","filters":{"venue":"Mathematical Models in Engineering"}},"results":[{"id":"W2732267396","doi":"10.21595/mme.2017.18228","title":"Resonance vibration of an optical fiber micro-cantilever using electro-thermal actuation","year":2017,"lang":"en","type":"article","venue":"Mathematical Models in Engineering","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Cantilever; Vibration; Boundary value problem; Acoustics; Natural frequency; Resonance (particle physics); Optical fiber; Finite element method; Harmonic; Fiber; Materials science; Frequency response; Optics; Physics; Structural engineering; Engineering; Mathematical analysis; Mathematics","authors":[{"name":"Mojtaba Komeili","is_ca":true},{"name":"Aydin Aghajanzadeh Ahrabi","is_ca":true},{"name":"Carlo Menon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02200804929609388,"gpt":0.2487572866758176,"spread":0.2267492373797238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009981707,0.0001575357,0.0001331463,0.00006486491,0.0001412758,0.0001024847,0.0002017374,0.0002851534,0.0004650927],"category_scores_gemma":[0.0001370412,0.00007385068,0.0001117496,0.00005038343,0.0002388032,0.0001726917,0.0001673989,0.0001045497,0.00007558831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113313,"about_ca_system_score_gemma":0.00009274585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003049664,"about_ca_topic_score_gemma":0.000565092,"domain_scores_codex":[0.9999294,0.000007322852,0.000001978538,0.00001775051,0.0000338604,0.000009598069],"domain_scores_gemma":[0.9999444,0.00002609187,0.00001149092,0.00000538428,0.000007600731,0.00000495297],"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":[0.00004080273,0.00001242608,0.0002850122,0.00004940352,0.000003836765,0.0001337648,0.00005463509,0.002881741,0.9892799,0.0005766635,0.00006031863,0.006621365],"study_design_scores_gemma":[0.00002903262,0.0005916661,0.00712894,0.00002406172,0.00002032413,0.0006647246,0.0001441003,0.3222808,0.6649906,0.0006436436,0.003452527,0.00002959047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433199,0.0004441403,0.05308281,0.0001669922,0.00003989988,0.00001742807,0.00001786396,0.00007607436,0.002834978],"genre_scores_gemma":[0.986476,0.0001217115,0.01239801,0.00001557376,0.000007990411,0.000007581507,0.000008655306,0.000004167601,0.0009603911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004650927,"threshold_uncertainty_score":0.00155592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}