{"id":"W4306410851","doi":"10.1155/2022/1411519","title":"A Pilot Study on Impact of Mood State on Emergency Response Capacity for Young Novice Drivers","year":2022,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Education of Guangdong Province; Natural Science Foundation of Jiangxi Province; National Natural Science Foundation of China; State of New Jersey Department of Education","keywords":"Emergency response; Mood; Psychology; Poison control; Transport engineering; Engineering; Aeronautics; Applied psychology; Medical emergency; Computer science; Medicine; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006356787,0.0003222933,0.0003155732,0.000302513,0.0003812746,0.0003342298,0.0002054223,0.0003381211,0.001849616],"category_scores_gemma":[0.001700444,0.0001755071,0.000419087,0.00009954694,0.0001616194,0.00027811,0.0003324321,0.0003998408,0.0004404574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342121,"about_ca_system_score_gemma":0.0002924505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00126422,"about_ca_topic_score_gemma":0.002108206,"domain_scores_codex":[0.9997563,0.00005998757,0.0000237733,0.00005562114,0.00004302346,0.0000613427],"domain_scores_gemma":[0.9984787,0.0003125501,0.0001288932,0.0001216975,0.000377419,0.0005807366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00672474,0.03257852,0.8179366,0.0004078807,0.0001868107,0.002717728,0.01296884,0.0005229057,0.05418371,0.0001045724,0.0009716316,0.07069605],"study_design_scores_gemma":[0.0001747283,0.05287834,0.9348261,0.00001533379,0.00009953277,0.0004479502,0.003735294,0.0005991505,0.006166711,0.00005387199,0.0009692779,0.00003366808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997717,0.000009288349,0.00004936472,0.000004983739,0.000002878475,0.00002990606,0.00002525758,0.000001646165,0.0001051351],"genre_scores_gemma":[0.9988862,0.00004263527,0.0002748046,0.00002827223,0.000009064587,0.00009972183,0.0001091839,0.000001436511,0.0005486941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001849616,"threshold_uncertainty_score":0.006187618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04130157676653875,"score_gpt":0.3869311201498303,"score_spread":0.3456295433832916,"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."}}