{"id":"W2161776803","doi":"","title":"Field trials of geophones as arctic acoustic sensors","year":2004,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Geophone; Global Positioning System; Acoustics; Bearing (navigation); Heading (navigation); Underwater; Remote sensing; Computer science; Geodesy; Arctic; Environmental science; Geology; Telecommunications; Physics; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005904281,0.0008147392,0.0004437839,0.0008110841,0.0009820341,0.0005023314,0.0009562866,0.001038233,0.001732228],"category_scores_gemma":[0.008488067,0.0003489218,0.0002138137,0.0006791166,0.000899344,0.00111016,0.0007244049,0.0005621936,0.0006557935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000497676,"about_ca_system_score_gemma":0.0008269122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0069601,"about_ca_topic_score_gemma":0.01195964,"domain_scores_codex":[0.9962062,0.001923935,0.0001627873,0.0004856447,0.0009298031,0.00029165],"domain_scores_gemma":[0.990975,0.003167258,0.0003238327,0.000602421,0.004435808,0.0004957847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03023052,0.01031197,0.03917075,0.001596638,0.0003399569,0.001567165,0.006570356,0.04465839,0.4148902,0.007343667,0.01218732,0.4311331],"study_design_scores_gemma":[0.004348477,0.1769513,0.06523644,0.0003841283,0.0005672524,0.00143786,0.008838996,0.04947048,0.588948,0.003411466,0.1001423,0.0002633781],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665484,0.0004543158,0.02168086,0.000434916,0.0002239261,0.0009886713,0.0006336026,0.0002950797,0.008740263],"genre_scores_gemma":[0.9583377,0.000503702,0.03045878,0.0002004702,0.00009034795,0.0006899326,0.0008574051,0.00008376867,0.008777807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0069601,"threshold_uncertainty_score":0.0312252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03579986977263517,"score_gpt":0.2714126956452146,"score_spread":0.2356128258725794,"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."}}