{"id":"W4413871938","doi":"10.1007/978-3-031-95334-7_10","title":"Who is Responsible? Roles of Future Pilots in Single Pilot Operations","year":2025,"lang":"en","type":"book-chapter","venue":"IFIP advances in information and communication technology","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Polytechnique Montréal","funders":"","keywords":"Aeronautics; Engineering; Computer science","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":[0.005433979,0.0002819779,0.0002257006,0.0005175121,0.0045276,0.00429493,0.0008785291,0.001572804,0.01119647],"category_scores_gemma":[0.006864412,0.0002905329,0.0002223165,0.0003195596,0.003330764,0.006431054,0.001954075,0.002736921,0.001861603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666916,"about_ca_system_score_gemma":0.004286807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004792885,"about_ca_topic_score_gemma":0.01443621,"domain_scores_codex":[0.997925,0.0008884683,0.00004485397,0.0001665664,0.0003088037,0.0006662766],"domain_scores_gemma":[0.9936783,0.001947303,0.0004385585,0.0001495222,0.0005763379,0.003210134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003065873,0.0003193581,0.03060462,0.0002066993,0.00002317971,0.005865123,0.2679203,0.0007037415,0.001775484,0.2534362,0.1660774,0.2727613],"study_design_scores_gemma":[0.0000340019,0.0002922843,0.02651561,0.0009961898,0.00002188636,0.005031127,0.3942456,0.002182042,0.000813739,0.07010698,0.4996884,0.00007208596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2912359,0.01098369,0.01274286,0.133269,0.006663191,0.0001129047,0.0001029992,0.0001182446,0.5447711],"genre_scores_gemma":[0.8883589,0.003051866,0.001890401,0.002589848,0.0003342526,0.00005071771,0.00003996452,0.00003253117,0.1036515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01119647,"threshold_uncertainty_score":0.03745592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511310671481706,"score_gpt":0.3251876983734832,"score_spread":0.3100745916586661,"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."}}