{"id":"W2046217124","doi":"10.1109/oceans.2006.307043","title":"Ocean Observing System Instrument Network Infrastructure","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"David and Lucile Packard Foundation; National Science Foundation","keywords":"Interfacing; Observatory; Metadata; Systems engineering; Instrumentation (computer programming); Software; Computer science; Engineering; Engineering management; Telecommunications; Software engineering; World Wide Web; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003747246,0.000552471,0.000409085,0.001580245,0.001121287,0.00331921,0.001723406,0.000521141,0.01928264],"category_scores_gemma":[0.005959512,0.0003416911,0.000295515,0.003176289,0.0003082361,0.004324047,0.002623116,0.001296504,0.007242659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002897403,"about_ca_system_score_gemma":0.005191538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02215655,"about_ca_topic_score_gemma":0.01362335,"domain_scores_codex":[0.9977315,0.000363055,0.0001426219,0.0003528636,0.001035538,0.0003745193],"domain_scores_gemma":[0.994419,0.0006031656,0.000313984,0.001307941,0.002793914,0.0005619433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007560065,0.000263554,0.03162957,0.0008855304,0.0001222514,0.0002470637,0.0007604245,0.01811943,0.01695977,0.04981584,0.5051309,0.3753096],"study_design_scores_gemma":[0.00006899542,0.0001063556,0.01425185,0.0001498893,0.00005183016,0.00007200181,0.0003328701,0.02266682,0.005210368,0.005162019,0.9518782,0.00004887406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1177785,0.005070983,0.2787259,0.01420915,0.002016543,0.002298459,0.09029993,0.07599213,0.4136084],"genre_scores_gemma":[0.3643587,0.005622147,0.1968071,0.001993639,0.0007761719,0.001730277,0.3683899,0.006081004,0.0542409],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02215655,"threshold_uncertainty_score":0.06450683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007213885020045177,"score_gpt":0.2158208732127453,"score_spread":0.2086069881927001,"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."}}