{"id":"W6967609914","doi":"10.5281/zenodo.10211316","title":"Cleansky2 / Clean Aviation PROTECTeD Project","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Aviation; Work (physics); Crew; Frame (networking); Government (linguistics); Autonomy","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":[0.002262762,0.001072298,0.0004934585,0.0008721053,0.001093541,0.001468161,0.0008663525,0.001023041,0.02555684],"category_scores_gemma":[0.001491537,0.0001776597,0.0004985877,0.0003883411,0.0006182831,0.0007188595,0.002953291,0.001459993,0.009460366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881649,"about_ca_system_score_gemma":0.004411939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009985766,"about_ca_topic_score_gemma":0.009475795,"domain_scores_codex":[0.9981274,0.0004195659,0.00002240061,0.0003349024,0.0007725728,0.0003232181],"domain_scores_gemma":[0.9981995,0.0001526624,0.00009065923,0.0003204501,0.0006719691,0.0005647546],"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":[0.005766912,0.00174394,0.007821745,0.00148506,0.0003091104,0.0005828222,0.001815072,0.006487083,0.1193102,0.07012109,0.2536318,0.5309252],"study_design_scores_gemma":[0.00038753,0.001577508,0.01889531,0.0002040438,0.00007286989,0.0003041693,0.0005015027,0.006072473,0.02517271,0.009280545,0.9374651,0.00006614244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2105323,0.00958272,0.1404103,0.01046433,0.003970559,0.002073365,0.02283007,0.01477798,0.5853583],"genre_scores_gemma":[0.540835,0.002947874,0.1381695,0.002717932,0.0007488575,0.001930108,0.04815437,0.004768749,0.2597276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02555684,"threshold_uncertainty_score":0.08549613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0742962427424035,"score_gpt":0.3448291041300317,"score_spread":0.2705328613876282,"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."}}