{"id":"W4386126637","doi":"10.1109/pn58661.2023.10222992","title":"Terahertz Components Through Additive Manufacturing","year":2023,"lang":"en","type":"article","venue":"","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Terahertz radiation; Optofluidics; Photonics; Spectroscopy; Terahertz spectroscopy and technology; Materials science; Optoelectronics; Microfluidics; Optics; Nanotechnology; Physics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002014904,0.00006449858,0.00006554218,0.00001361703,0.0001004258,0.00002318865,0.00007906761,0.000009513013,0.00247005],"category_scores_gemma":[2.393764e-7,0.00005557562,0.00004487969,0.00007300761,0.00001490823,0.00006810793,0.00004947275,0.00004910157,0.0009104969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006197483,"about_ca_system_score_gemma":0.000006305004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002455801,"about_ca_topic_score_gemma":0.000001744026,"domain_scores_codex":[0.9995769,0.000004939552,0.00007936908,0.0001277237,0.00005990111,0.0001511331],"domain_scores_gemma":[0.9997852,0.00002873829,0.00002161147,0.0001282498,0.000007522024,0.0000286795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001599016,0.0005024335,0.004630046,0.00001797024,0.0003661564,0.000008403324,0.002023046,0.0001721063,0.06273592,0.5049361,0.1984276,0.2261642],"study_design_scores_gemma":[0.0003537667,0.000008010532,0.01653288,0.00001071067,0.000009016764,3.474888e-7,0.0007214942,0.0008814487,0.1739258,0.04989976,0.7574518,0.0002049068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7261737,0.000001777714,0.004550369,0.0002555199,0.00005298159,0.0001431482,0.0001292574,0.0001456577,0.2685476],"genre_scores_gemma":[0.9954242,0.000001655151,0.0001999162,0.00005855988,0.00009103298,0.00006244988,0.0002151821,0.000008296734,0.003938776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5590242,"threshold_uncertainty_score":0.9998674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385068204290142,"score_gpt":0.2744601110846931,"score_spread":0.2506094290417917,"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."}}