{"id":"W2002963333","doi":"10.1109/lpt.2013.2255870","title":"A Nonlinear Model for the Operation of Fiber Optical Parametric Oscillators in the Steady State","year":2013,"lang":"en","type":"article","venue":"IEEE Photonics Technology Letters","topic":"Optical Network Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Parametric statistics; Nonlinear system; Block diagram; Control theory (sociology); Transfer function; Optical fiber; Physics; Optics; Computer science; Mathematics; Engineering; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002600971,0.0006628418,0.0003892653,0.0004403648,0.0003954555,0.0007138991,0.001223056,0.001194953,0.002698886],"category_scores_gemma":[0.0007083772,0.000328993,0.0006517622,0.0003449046,0.0005585774,0.001742426,0.0005971384,0.00104687,0.001172645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006019082,"about_ca_system_score_gemma":0.0006597293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002385715,"about_ca_topic_score_gemma":0.002029499,"domain_scores_codex":[0.9997842,0.00004696608,0.000009848597,0.00005112127,0.00008388826,0.00002394416],"domain_scores_gemma":[0.9998331,0.00006370658,0.00002833632,0.00002311328,0.00004411358,0.000007533705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005076201,0.00006924719,0.0004118146,0.0001621662,0.00002661044,0.0002298226,0.0002031865,0.6827787,0.04643708,0.2548259,0.001502545,0.01330208],"study_design_scores_gemma":[0.00000431688,0.00001976526,0.00007952358,0.000005753888,0.000004687676,0.00003793151,0.000006466668,0.9794984,0.001209323,0.01765808,0.001467028,0.000008696567],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01421453,0.0002703174,0.9714015,0.0002974271,0.00004171901,0.0000539102,0.0001796094,0.0002924342,0.01324855],"genre_scores_gemma":[0.8063735,0.001314462,0.1549412,0.0002953524,0.0001205901,0.0005730624,0.0003866873,0.0002114592,0.0357836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002698886,"threshold_uncertainty_score":0.009028733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239390263754575,"score_gpt":0.2246139130953053,"score_spread":0.2122200104577595,"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."}}