{"id":"W4410459122","doi":"10.59297/30z9xh19","title":"An Affordable, Capable Maritime Emergency Response System","year":2025,"lang":"en","type":"article","venue":"Proceedings of the ... International ISCRAM Conference","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Emergency response; Disaster response; Business; Emergency management; Medical emergency; Aeronautics; Medicine; Engineering; Economics; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003805899,0.0005906412,0.0005180698,0.0005211117,0.0007759428,0.001573901,0.002026176,0.00127203,0.02712275],"category_scores_gemma":[0.0007813027,0.000240589,0.0002358656,0.0004323905,0.0003057731,0.002372157,0.002025271,0.0008812644,0.01376007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004563929,"about_ca_system_score_gemma":0.0006524464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001592096,"about_ca_topic_score_gemma":0.001645815,"domain_scores_codex":[0.9994285,0.00006573766,0.0000288069,0.0001001025,0.0003057845,0.00007099353],"domain_scores_gemma":[0.9995818,0.00003409179,0.0000372163,0.00007819691,0.0001880012,0.0000807455],"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":[0.001312303,0.001049946,0.005550249,0.0008013656,0.0001122106,0.00213816,0.0005285423,0.01549706,0.1980932,0.04313814,0.1919932,0.5397856],"study_design_scores_gemma":[0.0006069022,0.00248446,0.00738965,0.0001906382,0.0002205552,0.00244528,0.0007718428,0.3768408,0.06515034,0.01181423,0.5318476,0.0002376209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1031448,0.001341298,0.6666472,0.005257784,0.002335376,0.001338512,0.001116251,0.03483076,0.1839881],"genre_scores_gemma":[0.7493402,0.000672793,0.139552,0.001831396,0.0005667057,0.0005139234,0.001950655,0.0003120979,0.1052602],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02712275,"threshold_uncertainty_score":0.09073472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00733305045633891,"score_gpt":0.2309623112559352,"score_spread":0.2236292607995963,"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."}}