{"id":"W4417450953","doi":"10.4324/9781003586883-4","title":"Cognitive Challenges of Human-Technology Interaction in Remote Maritime Autonomous Operations","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automation; Key (lock); Transparency (behavior); Cognitive ergonomics; Cognition; Situation awareness; Workload","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007139819,0.000202217,0.0003461422,0.0006339753,0.00002704384,0.000009222155,0.00009900658,0.0005112122,0.001693835],"category_scores_gemma":[0.00002132293,0.0002393385,0.00008458283,0.00005080942,0.00004984832,0.00006464653,0.00005044126,0.0005210594,0.00005811201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158326,"about_ca_system_score_gemma":0.00003409578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005353404,"about_ca_topic_score_gemma":0.001103538,"domain_scores_codex":[0.9991621,0.00000867196,0.0004342406,0.0002031496,0.00007780774,0.0001140093],"domain_scores_gemma":[0.9995959,0.00006097803,0.00003369239,0.0001738755,0.0001129226,0.0000225963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005665962,0.00001999421,0.000002183984,0.000291073,0.0001620673,0.00001352465,0.0001209078,0.0008908427,0.0001300562,0.7560771,0.0003329043,0.2419537],"study_design_scores_gemma":[0.007666556,0.001111283,0.0007691886,0.02082514,0.0008622532,0.0001589028,0.002177645,0.4671362,0.01079796,0.1914924,0.2914321,0.005570399],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008237206,0.0008924492,0.001128162,0.0003396199,0.0001623937,0.0002765106,0.00004283275,0.000291062,0.9967846],"genre_scores_gemma":[0.3107053,0.003368112,0.001013483,0.00007827778,0.00007697076,0.00002282647,0.0003685789,0.00008061105,0.6842858],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5645847,"threshold_uncertainty_score":0.9992188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02067821544569196,"score_gpt":0.2713677933526943,"score_spread":0.2506895779070024,"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."}}