{"id":"W4413458218","doi":"10.1109/cleo/europe-eqec65582.2025.11111317","title":"Hysteresis in Laser Cavity-Solitons","year":2025,"lang":"en","type":"article","venue":"","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec; Institut National de la Recherche Scientifique","funders":"","keywords":"Hysteresis; Laser; Optics; Physics; Materials science; Optoelectronics; Condensed matter physics","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":[0.0002715202,0.0001573438,0.0002572305,0.0003404269,0.0004743006,0.0003761375,0.0004952219,0.0003480247,0.001493605],"category_scores_gemma":[0.001255989,0.0001856774,0.00008131948,0.0002284698,0.001434057,0.0005421325,0.0004480443,0.0005716177,0.0001183031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004541341,"about_ca_system_score_gemma":0.0001494235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002492672,"about_ca_topic_score_gemma":0.0002432245,"domain_scores_codex":[0.9997565,0.00003963708,0.00001062723,0.00005332705,0.0001017704,0.00003812984],"domain_scores_gemma":[0.9992674,0.0004014619,0.0001459961,0.00005861316,0.00005811712,0.00006837631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002197822,0.0001529292,0.004394568,0.0003890652,0.00002140081,0.0007561845,0.001493001,0.01136437,0.8977221,0.05488076,0.000725908,0.02787996],"study_design_scores_gemma":[0.0001136303,0.0007482842,0.02269139,0.000117569,0.0000216827,0.001743082,0.0006323205,0.2758784,0.5796469,0.1075858,0.01068644,0.000134481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961956,0.002636196,0.02612411,0.000266568,0.00005793996,0.00007370396,0.00008161335,0.000467015,0.008336872],"genre_scores_gemma":[0.9979147,0.0001305132,0.00146362,0.00002127266,0.0000165628,0.00002075162,0.00001453956,0.00001707397,0.0004008787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001493605,"threshold_uncertainty_score":0.004996598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004263887674120562,"score_gpt":0.2605106290452521,"score_spread":0.2562467413711316,"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."}}