{"id":"W4413205127","doi":"10.1109/oceans58557.2025.11104539","title":"Visual Analytics for Maritime Complex Systems","year":2025,"lang":"en","type":"article","venue":"","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Visual analytics; Computer science; Analytics; Data science; Human–computer interaction; Visualization; Artificial intelligence","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":[0.0007245944,0.0007812197,0.0003080407,0.001426545,0.000437269,0.002971288,0.0006751817,0.0005701187,0.01026772],"category_scores_gemma":[0.003125058,0.000296022,0.0005060695,0.0009106229,0.0009307687,0.001725007,0.00200089,0.001127025,0.001412485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008602594,"about_ca_system_score_gemma":0.0006865564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003360577,"about_ca_topic_score_gemma":0.002260011,"domain_scores_codex":[0.9996144,0.0001251563,0.00002776119,0.00005970199,0.000145418,0.00002759011],"domain_scores_gemma":[0.9988142,0.00067758,0.00007986345,0.0001288711,0.0002119929,0.00008749069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001914293,0.00008080804,0.001226132,0.00117863,0.00007745721,0.0003016432,0.00202533,0.07910267,0.02501395,0.4107585,0.04003267,0.4400108],"study_design_scores_gemma":[0.0000477687,0.00007178738,0.001472738,0.0005221391,0.0000301164,0.0003167393,0.0008237174,0.3493301,0.009599476,0.4194736,0.218242,0.00006979005],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006805459,0.002342059,0.9674649,0.001454314,0.0001123687,0.0001197525,0.0006348511,0.004654441,0.01641172],"genre_scores_gemma":[0.255868,0.004901332,0.7279021,0.0004439894,0.0002258403,0.0003671304,0.001648701,0.0009450673,0.00769784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01026772,"threshold_uncertainty_score":0.03434891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06173737993101527,"score_gpt":0.4483902414329595,"score_spread":0.3866528615019442,"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."}}