{"id":"W2043440167","doi":"10.1080/08959281003621703","title":"Time for Reflection: A Critical Examination of Polychronicity","year":2010,"lang":"en","type":"article","venue":"Human Performance","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Psychology; Human multitasking; Construct (python library); Social psychology; Work (physics); Cognitive psychology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001635005,0.00007587759,0.0001308456,0.0002185796,0.0002606802,0.00008349024,0.0003406561,0.00005638504,0.001624527],"category_scores_gemma":[0.0003342495,0.00006279062,0.00006829904,0.0002565581,0.0001638063,0.0008742033,0.00004672056,0.0001102956,0.0002722134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001530155,"about_ca_system_score_gemma":0.00002053396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001495012,"about_ca_topic_score_gemma":0.00001223103,"domain_scores_codex":[0.9986942,0.00002031127,0.0004200145,0.0001629055,0.000551374,0.00015124],"domain_scores_gemma":[0.9989856,0.0001918263,0.0001345779,0.0002823555,0.0003612591,0.0000443814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003312633,0.0009082015,0.03213626,0.0003615081,0.00004662445,0.000002184034,0.007812575,0.0001421578,0.274637,0.1916132,0.08111145,0.4108975],"study_design_scores_gemma":[0.001291827,0.000727303,0.7924485,0.00003293177,0.00004425931,0.0000126409,0.0004013609,0.08723982,0.02447799,0.003405909,0.08947323,0.00044418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837877,0.000004017516,0.0005762451,0.0001412663,0.0002694973,0.0001518056,0.000008196419,0.00003071672,0.01503055],"genre_scores_gemma":[0.99199,8.161913e-7,0.0008011985,0.00007110793,0.000121116,0.00002561827,0.000009157299,0.00000478992,0.006976208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7603123,"threshold_uncertainty_score":0.9992881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2555028673101452,"score_gpt":0.4748234756576989,"score_spread":0.2193206083475537,"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."}}