{"id":"W2103527399","doi":"10.1017/s0373463308004888","title":"AIS Database Powered by GIS Technology for Maritime Safety and Security","year":2008,"lang":"en","type":"article","venue":"Journal of Navigation","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automatic Identification System; Identification (biology); Maritime safety; Maritime security; Computer science; Computer security; Database; Geography; Environmental planning","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002526196,0.00009462624,0.0001920664,0.0001062868,0.00009114133,0.00001197025,0.00008353611,0.0001187259,0.00005567399],"category_scores_gemma":[0.00007198827,0.00009556382,0.00004997444,0.0001708522,0.00005301218,0.000279706,0.00001479624,0.000232934,0.000003097263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005972707,"about_ca_system_score_gemma":0.00002130536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003853825,"about_ca_topic_score_gemma":0.000001186673,"domain_scores_codex":[0.9992324,0.00001665102,0.0004013305,0.00007877001,0.000145339,0.0001255033],"domain_scores_gemma":[0.9994764,0.00006547568,0.0001197106,0.00009632442,0.0001637046,0.00007834243],"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":[0.002176456,0.0008302261,0.03161641,0.001966573,0.001021645,0.0004398181,0.004109751,0.002417106,0.3092318,0.01172658,0.3728329,0.2616308],"study_design_scores_gemma":[0.01178425,0.001077597,0.01081413,0.0008897736,0.0002491037,0.005805817,0.0004402066,0.07605158,0.09202313,0.01495179,0.7844943,0.001418338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9070813,0.003676289,0.08228634,0.00302428,0.0006689252,0.0005349353,0.0006743981,0.0002206437,0.001832918],"genre_scores_gemma":[0.9945499,0.0009426692,0.004105298,0.00005258391,0.00009235885,0.000003277332,0.0001555854,0.000018407,0.00007995505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4116614,"threshold_uncertainty_score":0.389698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00679420684143155,"score_gpt":0.2250354376305865,"score_spread":0.2182412307891549,"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."}}