{"id":"W2955689516","doi":"10.1117/12.2518401","title":"Teaching photonic integrated circuits with Jupyter notebooks: design, simulation, fabrication","year":2019,"lang":"en","type":"article","venue":"","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia; RMIT University","keywords":"Python (programming language); Scripting language; Computer science; Photonics; Photonic integrated circuit; Integrated circuit design; Integrated circuit; Electronic circuit; Computer architecture; Design flow; Circuit design; Electrical engineering; Embedded system; Engineering; Operating system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001177756,0.001501484,0.0007010889,0.000757267,0.0005231901,0.001589543,0.002297865,0.0008267944,0.08167965],"category_scores_gemma":[0.003505633,0.0007082634,0.0009915036,0.0007011486,0.0006635491,0.001272442,0.001528064,0.002509942,0.01968895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031516,"about_ca_system_score_gemma":0.001413182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247616,"about_ca_topic_score_gemma":0.00191366,"domain_scores_codex":[0.999263,0.0001022357,0.00002676139,0.0001077637,0.0004028329,0.00009732186],"domain_scores_gemma":[0.9978339,0.001075624,0.00007725337,0.0003090521,0.0003801468,0.0003241057],"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":[0.000453887,0.0006634937,0.001457377,0.001449628,0.00006711531,0.0006275544,0.001366795,0.06822904,0.0409791,0.04219817,0.3951569,0.447351],"study_design_scores_gemma":[0.0002820337,0.0001676741,0.001609387,0.0002700846,0.00003287998,0.0003976535,0.0001463829,0.06867442,0.04075887,0.02078588,0.8667864,0.00008831557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02278651,0.0009482969,0.7716504,0.001516259,0.0008293245,0.0007365462,0.006700116,0.07684625,0.1179864],"genre_scores_gemma":[0.07495447,0.001682925,0.7986891,0.0007455829,0.00024819,0.001673097,0.006361525,0.03150536,0.08413978],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08167965,"threshold_uncertainty_score":0.2732456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282254935068131,"score_gpt":0.2203922273786684,"score_spread":0.2075696780279871,"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."}}