{"id":"W2015412234","doi":"10.5539/apr.v3n2p152","title":"Raman Solitons and Mechanical Analog Method","year":2011,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soliton; Raman spectroscopy; Nonlinear system; Analogy; Nonlinear optics; Physics; Raman scattering; Optics; Classical mechanics; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000208036,0.0003395897,0.0002535878,0.001075444,0.0004200902,0.0005230054,0.0005460251,0.0005097079,0.006291219],"category_scores_gemma":[0.0003502826,0.0001271024,0.0003392266,0.0003475422,0.001004939,0.0007657555,0.0007283117,0.0007392291,0.0008268898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004322741,"about_ca_system_score_gemma":0.0002657603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002990812,"about_ca_topic_score_gemma":0.0003038966,"domain_scores_codex":[0.9998559,0.0000404548,0.000008113082,0.00002396155,0.00005823819,0.00001334656],"domain_scores_gemma":[0.999933,0.00002347405,0.000007264339,0.0000139673,0.00001544999,0.00000673742],"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":[0.000007921391,0.00001481868,0.00003827268,0.0000661208,0.000003544469,0.0000784656,0.00004111713,0.001987689,0.004655511,0.9807922,0.0007722808,0.01154205],"study_design_scores_gemma":[0.00001179413,0.0000454444,0.0002663072,0.00003678666,0.000005366204,0.000328017,0.00004554762,0.04140421,0.002789716,0.9269377,0.02810734,0.00002182362],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09279063,0.0166779,0.442944,0.004022717,0.001499168,0.0001377098,0.0002796098,0.0005242436,0.441124],"genre_scores_gemma":[0.7628106,0.009509205,0.1047669,0.001426147,0.001346533,0.000214677,0.0001851583,0.0001111027,0.1196297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006291219,"threshold_uncertainty_score":0.02104622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381102768367282,"score_gpt":0.398050615597258,"score_spread":0.2599403387605298,"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."}}