{"id":"W2157939119","doi":"10.1190/1.2981185","title":"Toward continuous 4D microgravity monitoring of volcanoes","year":2008,"lang":"en","type":"article","venue":"Geophysics","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Volcano; Continuous monitoring; Limiting; Interim; Remote sensing; Geology; Computer science; Real-time computing; Temporal resolution; Environmental science; Seismology; Engineering; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003194674,0.0000737628,0.0001253544,0.00001745797,0.00009822118,0.00001295534,0.0001042333,0.00001377835,0.00001197489],"category_scores_gemma":[0.000001092214,0.00006970843,0.00005337757,0.0001190484,0.00007635939,0.0002088411,0.0000189906,0.00005727938,0.00008668118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003845981,"about_ca_system_score_gemma":0.00004067746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000392736,"about_ca_topic_score_gemma":6.158197e-7,"domain_scores_codex":[0.999505,0.00000986671,0.0001111951,0.0001124294,0.0001140469,0.0001475048],"domain_scores_gemma":[0.9997146,0.00001437504,0.00006737406,0.0001227192,0.0000452647,0.00003564779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001044022,0.00012299,0.9482922,0.000009257071,0.00003315869,0.000004423235,0.001686323,0.0001824555,0.03380441,0.002010438,0.0004757521,0.01336817],"study_design_scores_gemma":[0.000938,0.0002631898,0.7305031,0.00005745628,0.00005853407,0.000007921303,0.002803459,0.0005860526,0.2363187,0.0232362,0.004524202,0.0007031893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976599,0.00002193077,0.001404068,0.00002308919,0.0001862911,0.00005234526,0.00002784483,0.00001475881,0.0006098117],"genre_scores_gemma":[0.998597,0.000004586705,0.0008573848,0.000006676054,0.0003274849,0.000003221951,0.00007844416,0.000003923317,0.0001212384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2177891,"threshold_uncertainty_score":0.2842627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02532973498885931,"score_gpt":0.222015443501607,"score_spread":0.1966857085127477,"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."}}