{"id":"W4376108626","doi":"10.1103/physrevapplied.19.054033","title":"Custom Nonlinearity Profile for Integrated Quantum Light Sources","year":2023,"lang":"en","type":"article","venue":"Physical Review Applied","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nonlinear system; Waveguide; Photon; Mixing (physics); Physics; Optics; Gaussian; Scalability; Quantum; Poling; Process (computing); Block (permutation group theory); Computer science; Optoelectronics; Quantum mechanics; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001407023,0.000179744,0.0004233953,0.00002580158,0.00004779293,0.00002176202,0.0001836748,0.0000384138,0.00002602366],"category_scores_gemma":[0.00006461694,0.0001351071,0.0001394035,0.0004625084,0.00002718198,0.00004183461,0.00003664781,0.000176885,0.001253072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002146782,"about_ca_system_score_gemma":0.00001639445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001993575,"about_ca_topic_score_gemma":0.000001262109,"domain_scores_codex":[0.9991149,0.000008886301,0.000205414,0.0002064381,0.0001416686,0.0003226423],"domain_scores_gemma":[0.9994435,0.0001943655,0.00002636992,0.0001998515,0.00003142658,0.0001044993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005710272,0.0007328468,0.00003006261,0.042852,0.0005530452,0.00001351322,0.0007998276,0.001696538,0.1319402,0.4839111,0.1795128,0.157901],"study_design_scores_gemma":[0.0002269337,0.00002808953,0.00008141639,0.0005029799,0.00009191676,3.884639e-7,0.00003098961,0.4381232,0.01585433,0.005523091,0.5392988,0.0002378354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6693962,0.04360445,0.01181957,0.002535727,0.001322445,0.01196093,0.0006985968,0.01138373,0.2472783],"genre_scores_gemma":[0.991075,0.005598991,0.0007011763,0.0004475052,0.0003748419,0.001261052,0.0002587701,0.00008030656,0.0002023039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.478388,"threshold_uncertainty_score":0.9995246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657617680764839,"score_gpt":0.2800107097714891,"score_spread":0.2634345329638407,"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."}}