{"id":"W2043355890","doi":"10.1061/41098(368)81","title":"Expanded Use of Automatic Identification System (AIS) Navigation Technology in Vessel Traffic Services (VTS)","year":2010,"lang":"en","type":"article","venue":"","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Musculoskeletal Health and Arthritis; National Oceanic and Atmospheric Administration","keywords":"Automatic Identification System; Situation awareness; Identification (biology); Computer science; Radar; Navigational aid; Radio navigation; Systems engineering; Engineering; Computer security; Telecommunications; Global Positioning System","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00306058,0.0004231917,0.0002348441,0.001507762,0.0006811675,0.002317408,0.0011507,0.001259759,0.009089129],"category_scores_gemma":[0.003397681,0.0001876941,0.0003573215,0.002042459,0.0009747982,0.004338611,0.002696402,0.001725164,0.00376016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135785,"about_ca_system_score_gemma":0.002005481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005808617,"about_ca_topic_score_gemma":0.006205687,"domain_scores_codex":[0.9971783,0.0005637811,0.0001944746,0.0003286942,0.001501641,0.0002331124],"domain_scores_gemma":[0.9970693,0.0006159366,0.0001079215,0.0003273232,0.001673904,0.0002056957],"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":[0.00009728194,0.00008400299,0.002342307,0.000504554,0.0000159485,0.0004485713,0.001162963,0.001241842,0.01305555,0.05334845,0.09472689,0.8329717],"study_design_scores_gemma":[0.000006317629,0.00008928248,0.001760617,0.0001773007,0.0000101242,0.0006406399,0.0002024938,0.001507272,0.00257415,0.002830401,0.9901701,0.00003130397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0513508,0.05175618,0.2158163,0.03366245,0.01764738,0.0004143105,0.001176732,0.004303416,0.6238724],"genre_scores_gemma":[0.452298,0.0761938,0.2050911,0.01148659,0.006960984,0.0002894541,0.003148491,0.0007817138,0.2437499],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009089129,"threshold_uncertainty_score":0.03040624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005963824812957283,"score_gpt":0.2114330541783612,"score_spread":0.2054692293654039,"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."}}