{"id":"W6948086100","doi":"10.48660/23060017","title":"Analogue quasinormal mode oscillations of optical solitons","year":2023,"lang":"en","type":"other","venue":"PIRSA","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Mode (computer interface); Oscillation (cell signaling); Noise (video); Field (mathematics); Stability (learning theory)","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":[0.0002954649,0.0002965491,0.0001476481,0.0006734793,0.000294464,0.0008998313,0.0004861002,0.0004669188,0.01723382],"category_scores_gemma":[0.001155574,0.0001461977,0.0001948003,0.0005450005,0.0008466347,0.0009373709,0.0007878063,0.0005611026,0.001162603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003696932,"about_ca_system_score_gemma":0.000122013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002158144,"about_ca_topic_score_gemma":0.0002267781,"domain_scores_codex":[0.9998728,0.00003518651,0.000005309633,0.00002626383,0.0000445384,0.00001576435],"domain_scores_gemma":[0.9996942,0.0001035625,0.00004528194,0.00006975582,0.00005163327,0.00003559053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003855702,0.0001271711,0.001268881,0.0002200221,0.00001879645,0.0004159462,0.0006952505,0.006341734,0.106465,0.7580933,0.004739757,0.1212286],"study_design_scores_gemma":[0.0002041514,0.000428912,0.007660576,0.000128226,0.00003451526,0.002628213,0.0007619828,0.2156329,0.04052331,0.6515009,0.08038508,0.0001112116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4566081,0.001201196,0.1339803,0.001029531,0.0008209012,0.00008696829,0.0002573838,0.0006006268,0.405415],"genre_scores_gemma":[0.8596482,0.0005264255,0.02813929,0.0002049476,0.0002230889,0.00004966595,0.0001245769,0.0001382772,0.1109455],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01723382,"threshold_uncertainty_score":0.05765289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849551637864782,"score_gpt":0.2450665441431649,"score_spread":0.2265710277645171,"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."}}