{"id":"W4392604654","doi":"10.1117/12.2692673","title":"Fabrication aware design of sensitive silicon photonics devices","year":2024,"lang":"en","type":"article","venue":"","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; McGill University","funders":"McGill University","keywords":"Computer science; Fabrication; Silicon photonics; Scalability; Photonics; Multiplexing; Limit (mathematics); Computer architecture; Fidelity; Electronic engineering; Engineering; Materials science; Telecommunications; Optoelectronics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004612228,0.0005729538,0.0004077787,0.000275869,0.0003099818,0.001133722,0.0009189774,0.0008195153,0.00110629],"category_scores_gemma":[0.0007885285,0.0005351347,0.0003725221,0.0001539285,0.0005661821,0.0006825533,0.0007629807,0.0008840422,0.0005820126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087261,"about_ca_system_score_gemma":0.0007298889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002966687,"about_ca_topic_score_gemma":0.0006184281,"domain_scores_codex":[0.9995002,0.0000527546,0.0000203803,0.0001019345,0.0002730328,0.0000516865],"domain_scores_gemma":[0.9997835,0.00006434631,0.00005802653,0.00003546235,0.00004427652,0.00001453194],"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":[0.0001208086,0.000120265,0.0009178637,0.0005720349,0.0000739939,0.000283842,0.0002245741,0.1990737,0.6060184,0.1207875,0.002864643,0.06894234],"study_design_scores_gemma":[0.00003021892,0.0002101041,0.0005031145,0.0000643976,0.00002878229,0.000170484,0.00004041287,0.7343372,0.2196974,0.02140091,0.02347832,0.00003864986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1373379,0.002558051,0.8180852,0.001156542,0.0005347487,0.0002238326,0.0003470582,0.001322856,0.0384338],"genre_scores_gemma":[0.6700914,0.001243415,0.3222133,0.0002327836,0.00008889017,0.0002249966,0.0002011684,0.0001366191,0.005567421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001133722,"threshold_uncertainty_score":0.007888675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581852544795311,"score_gpt":0.2361559696864186,"score_spread":0.2203374442384655,"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."}}