{"id":"W4293572530","doi":"10.1364/prj.474164","title":"Next-generation silicon photonics: introduction","year":2022,"lang":"en","type":"article","venue":"Photonics Research","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Photonics; Silicon photonics; Computer science; Telecommunications; Nanotechnology; Materials science; Optoelectronics","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":[0.000805182,0.0005732417,0.0003933689,0.0007120578,0.0003818911,0.002011613,0.0007335134,0.002082725,0.009581868],"category_scores_gemma":[0.0008523807,0.0003680442,0.0003383821,0.0007603198,0.0007279096,0.003551038,0.0011537,0.002240846,0.003406406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009184132,"about_ca_system_score_gemma":0.00116934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007820029,"about_ca_topic_score_gemma":0.0007200461,"domain_scores_codex":[0.9996237,0.0000398435,0.00002212262,0.00007953967,0.000181193,0.00005354243],"domain_scores_gemma":[0.9995005,0.0001433859,0.00004845313,0.00001922739,0.0002199699,0.00006844557],"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":[0.0001454549,0.00009772086,0.0005466395,0.008849781,0.00005847725,0.0002819843,0.0003152573,0.001268675,0.01175623,0.1011759,0.1800372,0.6954666],"study_design_scores_gemma":[0.000004483403,0.00007029453,0.0002188521,0.0006702197,0.00001158349,0.0003324343,0.00007064084,0.0002695853,0.001178687,0.01269181,0.9844639,0.00001755565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.001928893,0.9352702,0.006470564,0.0117061,0.01487116,0.00004392842,0.0001676079,0.0001304192,0.02941106],"genre_scores_gemma":[0.0181872,0.9136121,0.007004859,0.01185883,0.0167899,0.00006444137,0.000314297,0.00008007387,0.03208829],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.009581868,"threshold_uncertainty_score":0.03205454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100154402173151,"score_gpt":0.3263594305847816,"score_spread":0.2262050284116306,"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."}}