{"id":"W4404053216","doi":"10.1364/prj.530537","title":"On-chip microresonator dispersion engineering via segmented sidewall modulation","year":2024,"lang":"en","type":"article","venue":"Photonics Research","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"European Research Council; Max-Planck-Gesellschaft","keywords":"Dispersion (optics); Optics; Materials science; Modulation (music); Chip; Integrated optics; Optoelectronics; Physics; Computer science; Acoustics; Telecommunications","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":[0.000274007,0.0001356073,0.0001100116,0.0002943786,0.0001175868,0.0001047403,0.0002429259,0.0000604094,0.0002241706],"category_scores_gemma":[0.00002899073,0.0001254702,0.00006885293,0.0005278989,0.00005029124,0.0001336546,0.0001829253,0.00071255,0.0002972932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637526,"about_ca_system_score_gemma":0.00004774511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006849124,"about_ca_topic_score_gemma":0.00000199095,"domain_scores_codex":[0.9986377,0.00002743973,0.0001394658,0.0003655811,0.0003974043,0.0004323721],"domain_scores_gemma":[0.9992306,0.0002749829,0.00001342058,0.0003398263,0.00007531228,0.00006580517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001013665,0.0002794231,0.001488947,0.0002096731,0.0002209196,0.00005361733,0.0006412958,0.02631005,0.6779692,0.2109126,0.003425523,0.07838736],"study_design_scores_gemma":[0.0002077292,0.00007648252,0.0002518318,0.0001324591,0.000004730648,8.919187e-7,0.0001109239,0.7518618,0.2017745,0.03410568,0.0112687,0.0002043282],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646195,0.0004130951,0.03175093,0.0004002687,0.0001821852,0.0004398484,0.0000489849,0.0003813838,0.001763813],"genre_scores_gemma":[0.9966176,0.00001330416,0.002680995,0.000006528523,0.00003356206,0.00007939658,0.00004508147,0.00004088674,0.00048267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7255517,"threshold_uncertainty_score":0.5116526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540065977039451,"score_gpt":0.3260789492668484,"score_spread":0.3006782894964539,"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."}}