{"id":"W4394931650","doi":"10.31234/osf.io/9vmzr","title":"Who loves whom? The relationship between love and workload","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workload; Psychology; Operations management; Business; Engineering; Economics; Management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001962891,0.0001723591,0.000245282,0.0006308068,0.000962396,0.002001756,0.0002965257,0.000555216,0.005975275],"category_scores_gemma":[0.02210911,0.0001997699,0.000192844,0.0003585886,0.001146661,0.001367751,0.001046615,0.0007292517,0.0006072214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003217481,"about_ca_system_score_gemma":0.0002249292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001463637,"about_ca_topic_score_gemma":0.001815817,"domain_scores_codex":[0.9984103,0.0009818468,0.00007994482,0.00012391,0.000221881,0.0001820516],"domain_scores_gemma":[0.9714772,0.01687311,0.006501236,0.000714195,0.00121115,0.003223124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004689708,0.000266625,0.9637752,0.00007731634,0.0001194372,0.0003076284,0.00867125,0.0001840784,0.001000427,0.001720404,0.001253697,0.02215489],"study_design_scores_gemma":[0.00001666638,0.000189428,0.9760083,0.00005210949,0.00003049615,0.0005728197,0.01763071,0.0007234715,0.0002005634,0.002200288,0.00234456,0.00003056408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889705,0.000461053,0.0005712561,0.0009404904,0.00004492823,0.000008868349,0.00005517135,0.000004633648,0.008943124],"genre_scores_gemma":[0.9992053,0.00009778445,0.00008883428,0.00006107441,0.00001741227,0.00000357291,0.0000204045,0.00000222381,0.0005034585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005975275,"threshold_uncertainty_score":0.01998931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09906663102438305,"score_gpt":0.4152704992763031,"score_spread":0.31620386825192,"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."}}