{"id":"W4283578577","doi":"10.3390/mi13070991","title":"AlGaAs Nonlinear Integrated Photonics","year":2022,"lang":"en","type":"review","venue":"Micromachines","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canada First Research Excellence Fund; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Photonics; Supercontinuum; Optoelectronics; Waveguide; Nonlinear system; Signal processing; Electronic circuit; SIGNAL (programming language); Broadband; Photonic integrated circuit; Electronic engineering; Chip; Materials science; Nonlinear optics; Computer science; Wavelength; Telecommunications; Physics; Electrical engineering; Engineering; Digital signal processing; Photonic-crystal fiber","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008396335,0.0006247944,0.001375229,0.0001959331,0.0001938724,0.00005294994,0.0008748402,0.0001496296,0.002533037],"category_scores_gemma":[0.00001457425,0.0004933763,0.0005934405,0.0005649318,0.0000866649,0.00007119764,0.0005356234,0.001182081,0.0001916591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009771212,"about_ca_system_score_gemma":0.0001592717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001293323,"about_ca_topic_score_gemma":0.000002497126,"domain_scores_codex":[0.9983439,0.00008099883,0.0005083263,0.0005643016,0.0001325497,0.0003698831],"domain_scores_gemma":[0.9988343,0.0001373049,0.0003636575,0.00059539,0.0000224827,0.00004688249],"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":[0.000001214436,0.00007123829,0.000005480564,0.0006534132,0.0001848161,0.00001263017,0.00001397262,0.00000252252,0.000005650851,0.0003895446,0.000806874,0.9978526],"study_design_scores_gemma":[0.000103953,0.00002262605,1.085642e-7,0.0005613943,0.0002632308,0.00001545991,0.00004390939,0.00002777377,0.00003602644,0.0006214582,0.9978185,0.0004856132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001770674,0.9938684,0.0004847234,0.000008161636,0.0002592679,0.000513697,0.001215794,0.0003723908,0.003259843],"genre_scores_gemma":[0.000002010338,0.9848601,0.01051215,0.00001415839,0.0001206293,0.0002973401,0.002331715,0.0001360806,0.001725805],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.997367,"threshold_uncertainty_score":0.9997518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205411104705956,"score_gpt":0.3235865823652311,"score_spread":0.2915324713181715,"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."}}