{"id":"W2135999864","doi":"","title":"GIS Technology in Maritime: A MET Innovation at MAAP","year":2015,"lang":"en","type":"article","venue":"Journal of marine Technology and Environment","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Geographic information system; Political science; Geography","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":[0.0003516521,0.0001062944,0.0002144615,0.001081533,0.00002134697,0.000004546674,0.0001156618,0.0002545045,0.0001891496],"category_scores_gemma":[0.00006819868,0.0001021619,0.00001731481,0.0005483949,0.0001114068,0.00007688814,0.0001798267,0.0003902952,0.00002039528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002175812,"about_ca_system_score_gemma":0.000009525543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002230111,"about_ca_topic_score_gemma":0.00000466811,"domain_scores_codex":[0.9992079,0.00001189004,0.0004210965,0.0000890037,0.0001204486,0.000149696],"domain_scores_gemma":[0.9996975,0.00001538034,0.00009380669,0.0001304233,0.00002264377,0.00004022488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002082832,0.0002887637,0.4864426,0.00007508993,0.0001905923,0.0004316785,0.0001808392,0.007075377,0.01425538,0.03676901,0.004787767,0.4492947],"study_design_scores_gemma":[0.0121569,0.001975383,0.1465521,0.0002179078,0.0001310504,0.004608856,0.0009161749,0.008150108,0.04820041,0.3402965,0.4355932,0.001201434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914601,0.0004466927,0.0007825058,0.00418901,0.00009674035,0.00008061446,0.00000162368,0.00007475792,0.002867904],"genre_scores_gemma":[0.9938561,0.0004869825,0.005234687,0.00004686945,0.00002017347,0.00000683287,0.000004481272,0.00001223782,0.0003316425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4480932,"threshold_uncertainty_score":0.4166041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008277732234360208,"score_gpt":0.1997475853209329,"score_spread":0.1914698530865727,"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."}}