{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002792032,0.0005941746,0.0002880089,0.0004114925,0.0003077061,0.0008234661,0.0006105115,0.0005686789,0.001135489],"category_scores_gemma":[0.0006643283,0.000427444,0.0002756229,0.0003808641,0.0003764869,0.0006143347,0.0006727967,0.0007988959,0.0009835763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186752,"about_ca_system_score_gemma":0.0005495266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003507717,"about_ca_topic_score_gemma":0.0009226258,"domain_scores_codex":[0.9997244,0.00002292733,0.00001725877,0.00005545931,0.0001458366,0.00003403389],"domain_scores_gemma":[0.9995587,0.00008872902,0.0001152243,0.00007046206,0.0001110526,0.00005573322],"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":[0.00007081268,0.00007929396,0.000295949,0.0000777244,0.000009684288,0.00006846554,0.00005785298,0.005987007,0.9782875,0.005542169,0.0002715079,0.009252085],"study_design_scores_gemma":[0.00004944715,0.0002029366,0.0005703245,0.00002718879,0.000026743,0.0002116951,0.00002511707,0.05517989,0.931516,0.001539511,0.01059275,0.00005842869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5675747,0.001356338,0.4024558,0.0003745282,0.0002236086,0.0002245191,0.0004367403,0.002269687,0.02508397],"genre_scores_gemma":[0.8294552,0.0006248454,0.1638174,0.0001024399,0.00002987511,0.0001628722,0.0002381453,0.0003377066,0.005231537],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001186752,"threshold_uncertainty_score":0.008610547,"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."}}