{"id":"W4400442259","doi":"10.5465/amproc.2024.16817abstract","title":"Costly Task Takeovers in Human Performance","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Task (project management); Computer science; Business; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009101287,0.0005548743,0.0004215052,0.000959448,0.0007840628,0.001879354,0.0005419628,0.001114013,0.003022295],"category_scores_gemma":[0.06033735,0.0005363761,0.0003528935,0.0004643514,0.001996677,0.00159791,0.003544315,0.001132568,0.0003105332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117881,"about_ca_system_score_gemma":0.0005193749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243046,"about_ca_topic_score_gemma":0.002133427,"domain_scores_codex":[0.9890254,0.006070646,0.0006639931,0.001315546,0.002300944,0.0006233919],"domain_scores_gemma":[0.929395,0.04023801,0.01815452,0.006769324,0.001585536,0.003857468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009498744,0.005958121,0.7435361,0.0007683849,0.001013244,0.0007857684,0.02063813,0.01746718,0.04998595,0.00830227,0.002382238,0.1396639],"study_design_scores_gemma":[0.0001034417,0.002658435,0.9831871,0.00007754836,0.00009686218,0.0001516613,0.001513734,0.004880875,0.002674119,0.003653724,0.0009145822,0.0000879954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951913,0.0002466441,0.001158973,0.0001409534,0.00001289619,0.00002841888,0.00003330686,0.00002032808,0.003167051],"genre_scores_gemma":[0.9991779,0.00003429044,0.0004517043,0.00002940197,0.000007519877,0.00002132955,0.00002199772,0.00001119884,0.0002446265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009101287,"threshold_uncertainty_score":0.04813278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04049735670747705,"score_gpt":0.3447192891261774,"score_spread":0.3042219324187003,"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."}}