{"id":"W2050739232","doi":"10.3166/ria.23.449-466","title":"The influence of stress and mood on decision making in critical situations. To what extent can we predict human performance?","year":2009,"lang":"en","type":"article","venue":"Revue d intelligence artificielle","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mood; Stress (linguistics); Psychology; Social psychology; Cognitive psychology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002356811,0.000173101,0.0003247467,0.000422099,0.0004914242,0.00065201,0.0008118652,0.00006634605,0.00005596375],"category_scores_gemma":[0.003745171,0.000116728,0.00007725633,0.001093453,0.0001463709,0.0004216846,0.0001876629,0.0001985041,0.00007395932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005438103,"about_ca_system_score_gemma":0.00003566288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000170415,"about_ca_topic_score_gemma":0.0002774248,"domain_scores_codex":[0.9964772,0.0001443109,0.001358075,0.0005893121,0.001076858,0.0003542381],"domain_scores_gemma":[0.9939913,0.004373073,0.0002021757,0.0009192101,0.0003859523,0.0001283348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000990493,0.0001290409,0.004044681,0.00001318033,0.000002381926,0.00000789362,0.003325501,0.2880494,0.0009003881,0.02391586,0.0001634673,0.6793492],"study_design_scores_gemma":[0.000197369,0.001647938,0.2154675,0.00807823,0.0000128204,0.00004556673,0.01925211,0.4126128,0.006415494,0.3336771,0.001987642,0.0006053674],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981165,0.0006336297,0.0152577,0.001853443,0.0002275185,0.0003564851,0.000005224654,0.00001580229,0.0004852053],"genre_scores_gemma":[0.9989772,0.0001427582,0.0005232255,0.0001438371,0.00004506144,0.0000142755,2.487582e-7,0.000007250102,0.0001461144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6787438,"threshold_uncertainty_score":0.6287348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1233030695300273,"score_gpt":0.4127896354224254,"score_spread":0.2894865658923982,"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."}}