{"id":"W7081920600","doi":"10.48336/mxg4-3p43","title":"Poseidon’s Shield: Secure Marine Data Acquisition System","year":2025,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Cryptographic protocol; Modular design; Metadata; Data integrity; Protocol (science); Cryptography; Visualization; Data acquisition; Encapsulation (networking)","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":[0.0009723221,0.0005671308,0.0004238104,0.0007952205,0.0006089763,0.001097209,0.001016903,0.0005680478,0.0112688],"category_scores_gemma":[0.001582115,0.0003330285,0.0002755756,0.0005168609,0.000662022,0.001872621,0.002458325,0.000850359,0.004833819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006090205,"about_ca_system_score_gemma":0.00149045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001891354,"about_ca_topic_score_gemma":0.001297131,"domain_scores_codex":[0.9992673,0.00007448094,0.00004529671,0.0001230576,0.0004154823,0.00007438787],"domain_scores_gemma":[0.9993442,0.00008508177,0.00005855118,0.0002291753,0.0001716912,0.0001113975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003937107,0.000545044,0.0154141,0.0008250445,0.0001747676,0.001903919,0.002205404,0.009635446,0.1586617,0.05463957,0.2953006,0.4567573],"study_design_scores_gemma":[0.0007381405,0.00105371,0.01200121,0.0002295,0.0001113415,0.002832773,0.0004470345,0.1095033,0.1538755,0.01293277,0.7060062,0.0002684699],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1220976,0.001066184,0.5250921,0.001143514,0.0005755269,0.0012475,0.006148012,0.217779,0.1248505],"genre_scores_gemma":[0.6955554,0.0009536767,0.2239981,0.0008823546,0.0001402169,0.000720443,0.01877015,0.004144353,0.05483527],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0112688,"threshold_uncertainty_score":0.03769785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02776042209970203,"score_gpt":0.2512616219167879,"score_spread":0.2235011998170858,"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."}}