{"id":"W2133169480","doi":"10.1145/1095034.1095050","title":"eyeLook","year":2005,"lang":"en","type":"article","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Human–computer interaction; Mobile device; Multimedia; Reading (process); Everyday life; Mobile computing; World Wide Web; Computer network","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":["insufficient_payload"],"category_scores_codex":[0.0006017055,0.00003375215,0.00004640572,0.0001112208,0.00004786504,0.0001608224,0.0002901913,0.00001239733,0.01490286],"category_scores_gemma":[0.00007636609,0.00002126388,0.00003691819,0.0001996122,0.00001287665,0.000697902,0.0000486965,0.00002331185,0.02330623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007866185,"about_ca_system_score_gemma":0.000005746751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002045231,"about_ca_topic_score_gemma":0.00001466759,"domain_scores_codex":[0.9990681,0.00000973221,0.0002030303,0.00008165083,0.0005569511,0.00008053175],"domain_scores_gemma":[0.9996343,0.00005817727,0.000034663,0.0001736529,0.00005997463,0.00003923615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002486366,0.00001507211,0.009384176,1.594505e-7,0.000001480539,4.212109e-7,0.0002128548,0.00004863122,0.00004204902,0.03379884,0.5092775,0.4472164],"study_design_scores_gemma":[0.00007938176,0.000004088198,0.03340272,2.712507e-7,0.000001203096,4.728002e-7,0.000250976,0.002361235,0.0001749326,0.001013287,0.9626698,0.00004164685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2955614,0.0000124809,0.004692262,0.006346219,0.00009289593,0.00005293686,9.258318e-7,0.00007088509,0.69317],"genre_scores_gemma":[0.7998338,0.000001074756,0.002674564,0.002563137,0.00006287955,0.000002158838,7.119996e-7,0.000001225074,0.1948605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5042723,"threshold_uncertainty_score":0.9859977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3948637542271915,"score_gpt":0.4901900971156699,"score_spread":0.09532634288847835,"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."}}