{"id":"W2807263103","doi":"10.3389/feart.2018.00082","title":"Single-Station Seismo-Acoustic Monitoring of Nyiragongo's Lava Lake Activity (D.R. Congo)","year":2018,"lang":"en","type":"article","venue":"Frontiers in Earth Science","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"Canadian Space Agency; Natural Resources Canada; Belgian Federal Science Policy Office; Helmholtz-Zentrum Potsdam - Deutsches GeoForschungsZentrum GFZ; Fonds National de la Recherche Luxembourg","keywords":"Lava; Geology; Impact crater; Volcano; Seismology; Lava dome; Magma; Crater lake","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005133619,0.0001053699,0.0001469853,0.0001062431,0.0001859563,0.00003927425,0.000325102,0.00005836853,0.0001824404],"category_scores_gemma":[0.00009083212,0.00008938074,0.00002914402,0.000913177,0.001522458,0.0005399853,0.0001316302,0.000131939,0.00003808844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008755818,"about_ca_system_score_gemma":0.00004106111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001628364,"about_ca_topic_score_gemma":0.0001611579,"domain_scores_codex":[0.9985887,0.00002895728,0.0001741352,0.0003471248,0.000489731,0.0003712947],"domain_scores_gemma":[0.9995126,0.00001835859,0.0001072335,0.0002337272,0.00002768624,0.0001004158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005438412,0.0001150097,0.7426339,0.00001028024,0.000005532452,0.000008146983,0.001348051,0.007989952,0.1927428,0.000007090273,0.0006299163,0.05445497],"study_design_scores_gemma":[0.0004427461,0.0002932635,0.8338521,0.00005755456,0.00001097539,0.000005821128,0.0003481129,0.04002675,0.1193383,0.0001917677,0.005192306,0.0002403066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802006,0.00001967526,0.01275945,0.00004040547,0.001617007,0.000126556,0.000006402784,0.00002475155,0.005205121],"genre_scores_gemma":[0.988798,0.00001806933,0.0106424,0.00002334566,0.00005945975,0.000002714584,6.610179e-7,0.000006766392,0.0004485483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09121818,"threshold_uncertainty_score":0.5609559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009971002019990868,"score_gpt":0.2261630621073754,"score_spread":0.2161920600873845,"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."}}