{"id":"W2056373395","doi":"10.1063/1.4807503","title":"Parasitic nonlinearities in photon pair generation via integrated spontaneous four-wave mixing: Critical problem or distraction?","year":2013,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Quantum optics and atomic interactions","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mixing (physics); Four-wave mixing; Nonlinear system; Modulation (music); Photon; Physics; Distraction; Variety (cybernetics); Statistical physics; Computer science; Control theory (sociology); Nonlinear optics; Optics; Quantum mechanics; Acoustics; Biology; Control (management); Artificial intelligence","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":[0.0000662056,0.0002658044,0.0002535194,0.00005674071,0.0001712276,0.0002046738,0.0001006041,0.00005196634,0.0005478195],"category_scores_gemma":[0.000004232936,0.0002411905,0.00009213984,0.0001810949,0.00009466162,0.0002536912,0.0000204248,0.0004397712,0.000200569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009868415,"about_ca_system_score_gemma":0.00005572557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009635155,"about_ca_topic_score_gemma":0.00002924142,"domain_scores_codex":[0.9986743,0.00003728901,0.0003749355,0.0003489337,0.0001673261,0.0003972281],"domain_scores_gemma":[0.9993343,0.0001933742,0.00009385461,0.0002171717,0.00007513645,0.00008611967],"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":[0.00006347185,0.0007255048,0.0006809733,0.00004162711,0.0001198317,0.0000722379,0.000668528,0.002145737,0.9390085,0.04277257,0.003562752,0.01013821],"study_design_scores_gemma":[0.003955404,0.000320205,0.002748609,0.0003180076,0.0003386636,0.0002685275,0.005011657,0.5881507,0.338031,0.05042873,0.006763963,0.003664565],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445353,0.000001370516,0.05181856,0.001114662,0.0002254515,0.0004814262,0.00003234354,0.00004924026,0.001741692],"genre_scores_gemma":[0.9940426,5.493571e-7,0.003811584,0.0006384755,0.0007135677,0.0003313881,0.0003084574,0.0000397618,0.0001136404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6009776,"threshold_uncertainty_score":0.9835465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02233423054362966,"score_gpt":0.2495357282600958,"score_spread":0.2272014977164662,"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."}}