{"id":"W7125653146","doi":"10.65391/r3263","title":"60 Seconds with … John McDermid","year":2020,"lang":"en","type":"article","venue":"","topic":"Safety Systems Engineering in Autonomy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Lloyd's Register","keywords":"Government (linguistics); Payment; Legislation; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002515129,0.0001339085,0.0001421607,0.00002865716,0.00001312965,0.00002006682,0.0001173018,0.00004332681,0.0003433198],"category_scores_gemma":[0.000005117976,0.0001161014,0.00002681495,0.0001621926,0.000009307381,0.00008853273,0.00001360391,0.0001143836,0.0005113216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000312735,"about_ca_system_score_gemma":0.00001058571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003729023,"about_ca_topic_score_gemma":0.000002770436,"domain_scores_codex":[0.9994696,0.000003517262,0.0001344067,0.0001236801,0.00008731885,0.0001815248],"domain_scores_gemma":[0.9996887,0.00001764412,0.000008092766,0.0001541651,0.00001221893,0.0001191346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009500966,0.000008281313,0.001055373,0.000464407,0.0002114799,0.00009557678,0.001155126,0.9560892,0.00799212,0.002518787,0.0280672,0.002332926],"study_design_scores_gemma":[0.0006725094,0.00008380015,0.002846478,0.00003831678,0.00001644928,0.0000492693,0.0001392477,0.5476685,0.01159024,0.000008968163,0.436291,0.0005952534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08054817,0.0004826194,0.3725511,0.001334589,0.000740196,0.0004767533,0.00001209077,0.008106429,0.5357481],"genre_scores_gemma":[0.9950368,0.00000312224,0.004089145,0.0002422682,0.0001596505,0.00001737118,0.000004189838,0.00005687796,0.0003905609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9144886,"threshold_uncertainty_score":0.6572176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008109000239329398,"score_gpt":0.1574181974626108,"score_spread":0.1493091972232814,"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."}}