{"id":"W1879783103","doi":"10.1109/ofc.2002.1036648","title":"Prospects for ultrafast-laser writing of three-dimensional photonic devices for Telecom applications","year":2003,"lang":"en","type":"article","venue":"","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ultrashort pulse; Photonics; Laser; Optoelectronics; Refractive index; Materials science; Ultrafast optics; Optics; Photonic crystal; Telecommunications; Physics; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001469828,0.0001103133,0.0001480093,0.00004168324,0.00006505888,0.00002641095,0.0001003511,0.00005854852,0.00003777742],"category_scores_gemma":[0.00002502296,0.0001021966,0.00004710381,0.00008847102,0.00002117718,0.00009761806,0.000007580461,0.00003392622,0.000002576065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002684503,"about_ca_system_score_gemma":0.00002769977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004225662,"about_ca_topic_score_gemma":0.00004292249,"domain_scores_codex":[0.9993634,0.000003199913,0.0002334349,0.0001450911,0.00006623812,0.0001886964],"domain_scores_gemma":[0.9995809,0.0001000291,0.00004250795,0.0001398158,0.0001059238,0.00003083428],"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":[0.00004619825,0.0002050092,0.0009800688,0.003883614,0.0001350493,3.451024e-7,0.00005723473,0.004889452,0.9363643,0.04506395,0.003244269,0.005130518],"study_design_scores_gemma":[0.0002612419,0.00003844866,0.00005675239,0.00004051592,0.00001699032,0.000002214839,0.000007576921,0.009016488,0.9744196,0.0108401,0.005156766,0.0001432945],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3690536,0.000194261,0.6204117,0.0000583936,0.0001432341,0.003462418,0.0001110296,0.00162922,0.004936156],"genre_scores_gemma":[0.8188569,0.000001315344,0.179913,0.00003000139,0.00003101987,0.001073693,0.00001648825,0.00003423341,0.00004329967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4498033,"threshold_uncertainty_score":0.4167454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288556372423715,"score_gpt":0.240402042818313,"score_spread":0.2275164790940758,"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."}}