{"id":"W4404688499","doi":"10.1109/oceans55160.2024.10753658","title":"Designing a Subsea Neutrino Observatory: The Deployment Challenges of Instrumenting a Cubic Kilometer","year":2024,"lang":"en","type":"article","venue":"","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ocean Networks Canada Society","funders":"","keywords":"Kilometer; Subsea; Software deployment; Observatory; Computer science; Astronomy; Physics; Engineering; Marine engineering; Operating system","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":[0.001930992,0.0005548465,0.0002287936,0.0004619616,0.00203484,0.002083682,0.00148287,0.001041412,0.001801081],"category_scores_gemma":[0.002610125,0.0004513883,0.0002816192,0.0006395845,0.001075033,0.002756789,0.001655495,0.001604298,0.001062409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002998356,"about_ca_system_score_gemma":0.008518077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1442052,"about_ca_topic_score_gemma":0.2367177,"domain_scores_codex":[0.998874,0.0001796194,0.00003360764,0.0001942113,0.0003942621,0.0003243569],"domain_scores_gemma":[0.9979418,0.000171086,0.0001131889,0.0002447046,0.0007939779,0.0007352948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005853386,0.0003956319,0.07468033,0.0008089624,0.0001429612,0.002364119,0.004841198,0.08757804,0.1158844,0.02014406,0.06681406,0.6257609],"study_design_scores_gemma":[0.0003175018,0.001725881,0.09497527,0.0004997434,0.000183146,0.001729502,0.02713357,0.1582858,0.02821187,0.01863336,0.6680292,0.0002751599],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5045929,0.0029613,0.3696955,0.0336556,0.001096965,0.00193495,0.001860328,0.005997811,0.07820468],"genre_scores_gemma":[0.5855185,0.001584151,0.3976495,0.001642771,0.0001452883,0.0004236933,0.001100439,0.0005412937,0.01139432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1442052,"threshold_uncertainty_score":0.2867317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.038072943289773,"score_gpt":0.236853964071621,"score_spread":0.198781020781848,"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."}}