{"id":"W4416935907","doi":"10.1103/yx3z-cr5v","title":"Optical Switching of <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"> <mml:mrow> <mml:msup> <mml:mrow> <mml:mi>χ</mml:mi> </mml:mrow> <mml:mrow> <mml:mo stretchy=\"false\">(</mml:mo> <mml:mn>2</mml:mn> <mml:mo stretchy=\"false\">)</mml:mo> </mml:mrow> </mml:msup> </mml:mrow> </mml:math> in Diamond Photonics","year":2025,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Canada Foundation for Innovation","keywords":"Photonics; Diamond; Optical switch; Nonlinear optics; Nonlinear optical; Nonlinear system; Quenching (fluorescence); Range (aeronautics)","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003785459,0.001537099,0.001029379,0.0007457821,0.00130974,0.002124215,0.004035143,0.001755351,0.06071581],"category_scores_gemma":[0.003349366,0.002495059,0.002820309,0.002122127,0.002351284,0.002120271,0.003317364,0.002668634,0.00245121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005977638,"about_ca_system_score_gemma":0.002071471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157858,"about_ca_topic_score_gemma":0.0008064966,"domain_scores_codex":[0.9842436,0.001074658,0.003295073,0.003113775,0.004292271,0.003980563],"domain_scores_gemma":[0.9893675,0.00309358,0.002373224,0.003216657,0.000309357,0.001639647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001534862,0.0009492529,0.00002374609,0.005959128,0.001224172,0.001599262,0.001292219,0.001547116,0.08956295,0.8010357,0.09099644,0.004275128],"study_design_scores_gemma":[0.002265929,0.001464912,0.00009929472,0.004884231,0.001734142,0.0004790878,0.0009575644,0.05804058,0.9227626,0.0006930135,0.004409977,0.002208691],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127567,0.003499228,0.0005663618,0.0027771,0.002494331,0.0001664373,0.000664362,0.0003532782,0.07672215],"genre_scores_gemma":[0.98135,0.004647037,0.002273211,0.005338193,0.002020207,0.002287034,0.001120829,0.0008653528,0.00009812284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8331996,"threshold_uncertainty_score":0.9999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601203943769365,"score_gpt":0.268380805133408,"score_spread":0.2523687656957143,"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."}}