{"id":"W2047748945","doi":"10.1109/oceans.2007.4449171","title":"The VENUS Cabled Observatory: Engineering Meets Science on the Seafloor","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":"","keywords":"Observatory; Venus; Shore; Suite; Node (physics); Remote sensing; Scientific instrument; The Internet; Geology; Computer science; Marine engineering; Engineering; Telecommunications; Oceanography; World Wide Web; Geography; Archaeology; Astrobiology","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":[0.001064978,0.00007542271,0.00005286828,0.00002697398,0.0003187839,0.0001157198,0.0005998742,0.00002161692,0.00000770665],"category_scores_gemma":[0.000009362928,0.00004001604,0.00002343186,0.0002757197,0.0000509817,0.00006579239,0.00005073374,0.0001214228,0.00006555762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006793538,"about_ca_system_score_gemma":0.0000132297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002110696,"about_ca_topic_score_gemma":0.00002770377,"domain_scores_codex":[0.999323,0.000009551179,0.0001301879,0.00007639635,0.0002037868,0.0002571405],"domain_scores_gemma":[0.9992203,0.0001877728,0.00001299683,0.0004950818,0.00003411494,0.00004978957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002679841,0.0000565262,0.001476723,0.00007477112,0.0001565509,0.00001248429,0.003685323,0.06516068,0.6813736,0.1920157,0.004014063,0.0519468],"study_design_scores_gemma":[0.0001767824,0.00002339975,0.01198106,0.00004436675,0.000005233416,0.000007978636,0.0008564381,0.08555293,0.1658318,0.0001069187,0.735171,0.0002420584],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949663,0.0007161688,0.008651902,0.002216147,0.000477475,0.0003281307,0.000001071475,0.0006123162,0.03733376],"genre_scores_gemma":[0.9993185,0.00002141368,0.000229765,0.00009909337,0.00004888821,0.00001214215,1.913156e-7,0.00001359309,0.0002563844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7311569,"threshold_uncertainty_score":0.245186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897675340441439,"score_gpt":0.2081811707575985,"score_spread":0.1892044173531841,"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."}}