{"id":"W7117152326","doi":"10.22541/essoar.176659882.25803728/v1","title":"Storms, Sea Ice, and Microseismic Noise in Alaska","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey; National Science Foundation","keywords":"Microseism; Storm; Noise (video); Seismic noise; Focus (optics); Ambient noise level","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002589587,0.0001457122,0.0001694605,0.0007359858,0.0003821919,0.0004333945,0.000155309,0.0001385576,0.0003983921],"category_scores_gemma":[0.0009505321,0.000121686,0.00009910178,0.001173159,0.0002778274,0.0001900998,0.0004237528,0.00009652195,0.00006419246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008267538,"about_ca_system_score_gemma":0.0007790034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3960818,"about_ca_topic_score_gemma":0.5489456,"domain_scores_codex":[0.9998946,0.00001477553,0.00001232864,0.00002983635,0.00002904574,0.00001943678],"domain_scores_gemma":[0.9995602,0.0001016948,0.0001121985,0.00002414676,0.0001242189,0.00007751067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005209852,0.000009773724,0.9935393,0.000007705536,0.00002637492,0.00006215144,0.0005222657,0.001233364,0.0008532733,0.00003654768,0.00004479265,0.003612342],"study_design_scores_gemma":[0.000001073547,0.00001039437,0.9984725,0.000003890239,0.000007593409,0.00002579944,0.0006037244,0.0006215033,0.00009734136,0.00002360699,0.0001298093,0.000002650025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995801,0.000036466,0.00006331408,0.000004776033,7.791427e-7,8.573497e-7,0.000127464,0.000001401717,0.000184856],"genre_scores_gemma":[0.9994418,0.00005748129,0.00009110127,0.000002251574,0.00000138245,0.000001590459,0.0002408375,8.444973e-7,0.0001626418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3960818,"threshold_uncertainty_score":0.7875527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006229748389143156,"score_gpt":0.2112918030990984,"score_spread":0.2050620547099553,"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."}}