{"id":"W4296878864","doi":"10.1007/978-3-030-97493-0_12","title":"Dissipative Solitons in Microresonators","year":2022,"lang":"en","type":"book-chapter","venue":"Springer series in optical sciences/SPringer series in optical sciences","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Dissipative system; Resonator; Context (archaeology); Physics; Soliton; Dispersion (optics); Field (mathematics); Classical mechanics; Optics; Nonlinear system; Quantum mechanics; Mathematics","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":[0.0002026049,0.0004813727,0.0004545548,0.0004485396,0.0004841478,0.001430538,0.0005192618,0.0005946468,0.003489892],"category_scores_gemma":[0.0004074253,0.0003415428,0.0002668941,0.0004192622,0.001071076,0.0008770511,0.0006440526,0.000720643,0.0006138255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005098272,"about_ca_system_score_gemma":0.0001970839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001722162,"about_ca_topic_score_gemma":0.0001985186,"domain_scores_codex":[0.9999021,0.00002100042,0.000004370404,0.00001632382,0.00004195774,0.00001412962],"domain_scores_gemma":[0.9998919,0.00005687949,0.00001255107,0.00001174023,0.00001525415,0.00001168358],"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":[0.0000432703,0.0000439523,0.00009400082,0.0001477535,0.00001722987,0.0001804101,0.0005147127,0.0138324,0.02852113,0.9238371,0.003851427,0.02891671],"study_design_scores_gemma":[0.00002885442,0.0000958131,0.0005059082,0.00005503573,0.00001495466,0.0002871443,0.0001946984,0.07263802,0.009089978,0.8810604,0.03598121,0.00004795676],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3098973,0.0468585,0.2080443,0.003051167,0.004478441,0.0001274058,0.0001561545,0.0006985776,0.4266882],"genre_scores_gemma":[0.743948,0.01056231,0.01393717,0.0002973211,0.001022792,0.000110194,0.00006123634,0.0001421348,0.2299189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003489892,"threshold_uncertainty_score":0.01167482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01870872685582668,"score_gpt":0.2752442516345113,"score_spread":0.2565355247786846,"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."}}