{"id":"W2110734892","doi":"10.1109/oceans.2007.4449319","title":"Building the World's First Regional Cabled Ocean Observatory (NEPTUNE): Realities, Challenges and Opportunities","year":2007,"lang":"en","type":"article","venue":"","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"U.S. Navy; Ocean Frontier Institute; British Columbia Knowledge Development Fund; University of Victoria; National Science Foundation","keywords":"Neptune; Observatory; Venus; Library science; Oceanography; Geography; Meteorology; Geology; Remote sensing; Astrobiology; Computer science; Planet; Astronomy; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005660144,0.0001293075,0.000130082,0.00006777573,0.000175187,0.00005344352,0.0002400753,0.00004610047,0.0000268937],"category_scores_gemma":[0.00000105475,0.00009508251,0.00003210189,0.00005454747,0.00007605269,0.0001342342,0.00006891367,0.000126326,0.000002871607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004455399,"about_ca_system_score_gemma":0.0000104517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001043837,"about_ca_topic_score_gemma":0.002086174,"domain_scores_codex":[0.9992452,0.0000317648,0.0002444098,0.0001077046,0.0001423458,0.0002286156],"domain_scores_gemma":[0.999281,0.0002199874,0.00003026237,0.0003529922,0.0000341962,0.00008148521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003378672,0.00005308354,0.001279056,0.0005792771,0.0003456338,0.00002804005,0.01549529,0.000562069,0.001068844,0.8685645,0.02861988,0.08337053],"study_design_scores_gemma":[0.0001533084,0.000009189236,0.003453479,0.00006448227,0.000007594527,0.00002085956,0.007905477,0.0008652165,0.0004920308,0.001152591,0.9857005,0.000175213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4502912,0.1051879,0.009344204,0.03004388,0.0004409169,0.0007932333,0.00001321572,0.002306835,0.4015786],"genre_scores_gemma":[0.9864148,0.008081785,0.0008916097,0.0003634692,0.0001171611,0.000007278579,0.000004012939,0.00002810398,0.004091796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9570807,"threshold_uncertainty_score":0.3877352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171141560576895,"score_gpt":0.2503754174846661,"score_spread":0.1332612614269766,"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."}}