{"id":"W4408222577","doi":"10.23919/usnc-ursinrsm66067.2025.10906934","title":"Review of a Newly Developed Modular Ionosonde Operating in the Canadian High Arctic","year":2025,"lang":"en","type":"review","venue":"","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Ionosonde; Modular design; Arctic; The arctic; Computer science; Geology; Oceanography; Operating system; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004024908,0.0008338789,0.0008485019,0.003578483,0.0004893706,0.0009912901,0.0008394767,0.000638042,0.004738213],"category_scores_gemma":[0.0006869602,0.0002215019,0.0004550046,0.003978567,0.000309812,0.0009781353,0.0005087373,0.0007063518,0.001737663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009076712,"about_ca_system_score_gemma":0.00305514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02470592,"about_ca_topic_score_gemma":0.0493653,"domain_scores_codex":[0.9998378,0.00001486375,0.00002595495,0.00003024451,0.00007213636,0.000019007],"domain_scores_gemma":[0.9997229,0.00006321904,0.00004431938,0.000008373673,0.0001287998,0.00003234806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008414552,0.00005319096,0.0003639955,0.045229,0.0001476666,0.0003322811,0.0001804942,0.0006132495,0.002938301,0.004285855,0.04598908,0.8997828],"study_design_scores_gemma":[0.000003292007,0.0000445373,0.0009688724,0.002447895,0.00009294896,0.0003202633,0.00004870249,0.00003901985,0.0003966191,0.0003088846,0.9953177,0.00001127635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004006474,0.9954551,0.0001361456,0.000165142,0.0002635031,0.00001153621,0.0001185114,0.000009234649,0.003440248],"genre_scores_gemma":[0.001689203,0.9958084,0.0002046673,0.0001398052,0.00008569696,0.000006595163,0.0001536986,0.000003104796,0.001908835],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9752941,"threshold_uncertainty_score":0.04912424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970062983155752,"score_gpt":0.2857297655606484,"score_spread":0.2560291357290909,"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."}}