{"id":"W4405081721","doi":"10.1002/lpor.202401492","title":"Ultrabroadband Light Coupling for Integrated Photonics via Nonadiabatic Pumping","year":2024,"lang":"en","type":"article","venue":"Laser & Photonics Review","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wuhan Institute of Technology; Wuhan National Laboratory for Optoelectronics; Natural Science Foundation of Hubei Province; National Natural Science Foundation of China; College of Family Physicians of Canada","keywords":"Coupling (piping); Photonics; Physics; Optoelectronics; Optics; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005404034,0.0004420202,0.0007236507,0.0001031525,0.0001006932,0.000175797,0.0003597181,0.0001709616,0.0003813889],"category_scores_gemma":[0.00008483681,0.0003752028,0.0003614338,0.000654743,0.00003824662,0.0002573558,0.00003362869,0.0004926912,0.0003284275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002262905,"about_ca_system_score_gemma":0.0001345249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001945301,"about_ca_topic_score_gemma":0.00006397776,"domain_scores_codex":[0.9979237,0.00001687062,0.0006893853,0.0004792043,0.0002424482,0.000648406],"domain_scores_gemma":[0.9988462,0.0003086122,0.00004702473,0.0004567845,0.00009813326,0.0002431882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001592708,0.0007157488,0.00006216118,0.5108303,0.005910081,0.0008749854,0.002120144,0.06146759,0.1152569,0.0170718,0.08551894,0.200012],"study_design_scores_gemma":[0.0001451627,0.0000272127,0.000001164861,0.00643397,0.0002147875,0.00001930972,0.000007375923,0.5335657,0.01856028,0.0001846798,0.4405134,0.0003269648],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01849656,0.9275187,0.02643979,0.0007665786,0.002976594,0.004087229,0.0002539652,0.002234196,0.01722644],"genre_scores_gemma":[0.2617355,0.7163345,0.01235141,0.004568704,0.0002142829,0.002089726,0.0005746263,0.0006151017,0.001516172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5043964,"threshold_uncertainty_score":0.99987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123237949235249,"score_gpt":0.2521353596521212,"score_spread":0.2409029801597687,"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."}}