{"id":"W2315683966","doi":"10.1097/01.hj.0000432435.54068.c8","title":"Texting Provides Relief from Auditory Overload","year":2013,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; Loudspeaker; Active listening; Agency (philosophy); Situation awareness; Computer security; Task (project management); Applied psychology; Psychology; Computer science; Aeronautics; Engineering; Communication; Political science; Law","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":["insufficient_payload"],"category_scores_codex":[0.000393615,0.00008768182,0.0001044406,0.00005724967,0.0004598591,0.0002031829,0.0001967023,0.00005727913,0.03025825],"category_scores_gemma":[0.00009290366,0.00005864811,0.00007965692,0.00004889457,0.00004092413,0.0002280352,0.00003631419,0.0006439667,0.0070521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000656421,"about_ca_system_score_gemma":0.00002780455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005556248,"about_ca_topic_score_gemma":0.00000995464,"domain_scores_codex":[0.9989755,0.0002008181,0.0003168804,0.0001163052,0.0001773215,0.000213213],"domain_scores_gemma":[0.9991735,0.0002457263,0.0001881208,0.0002284423,0.00007937458,0.00008479219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001009994,0.0002078612,0.01000661,0.000009330004,0.0003435177,0.00003616548,0.02869536,0.0001876319,0.01218756,0.004330904,0.8203341,0.12356],"study_design_scores_gemma":[0.0007634927,0.00007173528,0.7637025,0.0001137853,0.00002296205,0.0004403284,0.004044125,0.001243134,0.0001131915,0.005742784,0.2235332,0.000208724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898178,0.0001653318,0.000839571,0.004628191,0.005721919,0.0001523203,0.000001479252,0.0001276299,0.09018557],"genre_scores_gemma":[0.9848509,0.000009447812,0.0002902527,0.001015066,0.002370915,0.0000143803,8.795782e-7,0.00001625786,0.01143193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7536959,"threshold_uncertainty_score":0.993721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03395958874650688,"score_gpt":0.3318218003554467,"score_spread":0.2978622116089398,"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."}}