{"id":"W2354248936","doi":"10.1145/2884781.2884875","title":"The sky is not the limit","year":2016,"lang":"en","type":"article","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Natural Science Foundation of China; National Science Foundation","keywords":"Human multitasking; Context (archaeology); Computer science; Incentive; Productivity; Software development; Software; Knowledge management; Operating system; Psychology","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":[0.003490306,0.0005830597,0.001023019,0.001000716,0.005801839,0.01292981,0.001289711,0.003399949,0.06613074],"category_scores_gemma":[0.01545961,0.0004598491,0.0006122899,0.001419476,0.008122795,0.02183152,0.006750669,0.006537432,0.0194078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002641293,"about_ca_system_score_gemma":0.003049954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00846003,"about_ca_topic_score_gemma":0.008871255,"domain_scores_codex":[0.9971564,0.0007645188,0.0001116592,0.0006872754,0.0008392066,0.0004409922],"domain_scores_gemma":[0.9911526,0.003151062,0.0005191242,0.001662946,0.001547503,0.001966824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002539103,0.00011357,0.008459218,0.0006235035,0.0001136564,0.0005224251,0.007189884,0.0005384794,0.001771294,0.4302925,0.4235387,0.1265828],"study_design_scores_gemma":[0.00001680666,0.00003133031,0.002237736,0.000367247,0.00001550321,0.0002422107,0.00386185,0.0001677847,0.0001398006,0.09159877,0.9012883,0.00003265987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02956311,0.01902654,0.01494875,0.2779558,0.0053839,0.00009292897,0.00162733,0.0009510156,0.6504506],"genre_scores_gemma":[0.6479764,0.0194353,0.01569705,0.1184811,0.004863993,0.0002989881,0.001161866,0.002070283,0.190015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06613074,"threshold_uncertainty_score":0.2212294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4341108493044138,"score_gpt":0.4589119661998071,"score_spread":0.02480111689539322,"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."}}