{"id":"W4387588881","doi":"10.54254/2755-2721/1/2022001","title":"A Report on the Modelling, Design and Fabrication of Polymer Modulators","year":2022,"lang":"en","type":"article","venue":"Applied and Computational Engineering","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fabrication; Materials science; Electron-beam lithography; Wafer; Polymer; Photolithography; Silicon; Optoelectronics; Lithography; Astronomical interferometer; Silicon on insulator; Etching (microfabrication); Deposition (geology); Waveguide; Optics; Interferometry; Nanotechnology; Resist; Layer (electronics); Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002675058,0.0004765915,0.0004103966,0.0001605327,0.0001942037,0.0004527766,0.0005227654,0.000407802,0.00158312],"category_scores_gemma":[0.0003948601,0.0002991274,0.00041648,0.0002220062,0.0001875526,0.0004297737,0.0001761984,0.0003860421,0.0008621296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003369641,"about_ca_system_score_gemma":0.0004384521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006179299,"about_ca_topic_score_gemma":0.0006656167,"domain_scores_codex":[0.9998191,0.000020761,0.000007952826,0.0000244965,0.000109797,0.0000178857],"domain_scores_gemma":[0.9998845,0.00003964374,0.00002066899,0.00002015503,0.00002867444,0.000006358261],"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":[0.0001085911,0.00008182201,0.002207723,0.001072599,0.00008462891,0.0002677566,0.0001608125,0.4111094,0.4693216,0.01591735,0.002912578,0.09675504],"study_design_scores_gemma":[0.00004431918,0.000422033,0.002749156,0.0001106128,0.0001088232,0.0004791568,0.00004337307,0.4884092,0.3640347,0.002958551,0.1405852,0.00005484893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07539658,0.002891309,0.8985177,0.0001716026,0.0001085131,0.0001431547,0.000460794,0.001682064,0.02062825],"genre_scores_gemma":[0.5885499,0.007068413,0.3867792,0.00007807971,0.00006019744,0.0003627955,0.001023893,0.0003383035,0.0157391],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00158312,"threshold_uncertainty_score":0.005296111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017515486770603,"score_gpt":0.1791347259382534,"score_spread":0.1689595710705473,"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."}}