{"id":"W4407944595","doi":"10.1063/5.0239310","title":"Terahertz fiber devices","year":2025,"lang":"en","type":"article","venue":"APL Photonics","topic":"Terahertz technology and applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Australian Research Council; Natural Science Foundation of Tianjin City; Natural Science Foundation of Hebei Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Terahertz radiation; Materials science; Fiber; Optoelectronics; 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":[0.00002491238,0.00007204379,0.00006988021,0.00004876248,0.00005093587,0.00001316383,0.0001548575,0.00009669547,0.0001719808],"category_scores_gemma":[0.000003503659,0.00007335225,0.00002587903,0.0001885605,0.00002503865,0.00003827449,0.00002388153,0.0001302073,0.0002655365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002217858,"about_ca_system_score_gemma":0.000009267157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004610168,"about_ca_topic_score_gemma":0.00002175358,"domain_scores_codex":[0.9996641,0.000002610715,0.00009014985,0.0000930033,0.00002768372,0.0001224459],"domain_scores_gemma":[0.9996977,0.00002534784,0.000007156826,0.0002443391,0.00001064767,0.00001484109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006807676,0.0001055564,0.003059597,0.0001659545,0.0002721939,0.000008281178,0.0002404455,0.0006739829,0.01422955,0.09414715,0.141797,0.7452935],"study_design_scores_gemma":[0.00008142534,0.000002651253,0.001110446,0.00001151226,0.000009521867,0.000001279575,0.00001178218,0.005802914,0.01676168,0.003299465,0.9728328,0.00007450148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7935906,0.001979904,0.002386295,0.001238768,0.0003137456,0.0002621858,0.00001208974,0.002098979,0.1981174],"genre_scores_gemma":[0.9935985,0.00007288822,0.002626529,0.000374884,0.000007663735,0.00007909204,0.000005833949,0.00001156296,0.003223084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8310359,"threshold_uncertainty_score":0.3413023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003345516975395283,"score_gpt":0.2123754012197661,"score_spread":0.2090298842443709,"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."}}