{"id":"W2051746128","doi":"10.1145/1477973.1477980","title":"Information displays for managing shared files","year":2008,"lang":"en","type":"article","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; File sharing; Usability; Information sharing; Computer file; SSH File Transfer Protocol; World Wide Web; Torrent file; Database; Self-certifying File System; Human–computer interaction; Stub file; The Internet","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":[0.0005292399,0.00007337629,0.00009869594,0.0002817866,0.0002690862,0.0002616065,0.0003659931,0.00002561637,0.001529348],"category_scores_gemma":[0.0002540571,0.00005220164,0.00008600497,0.0002958095,0.00002651428,0.003827118,0.00006915473,0.00002906228,0.001496682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001491428,"about_ca_system_score_gemma":0.0000141736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009539147,"about_ca_topic_score_gemma":0.000004660727,"domain_scores_codex":[0.9987257,0.000009687846,0.0004259563,0.00007916857,0.0006101061,0.0001494421],"domain_scores_gemma":[0.999243,0.0001816596,0.0001266054,0.0002034876,0.0001935379,0.00005173749],"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":[0.00003936343,0.00001795103,0.01113582,0.000008927798,0.000008110045,9.086162e-7,0.003215715,0.0002136613,0.00002345884,0.03445392,0.9004273,0.05045483],"study_design_scores_gemma":[0.000775699,0.00004543417,0.1467151,0.000006442819,0.00001031998,0.000007339007,0.004359075,0.04952082,0.0001604035,0.007006068,0.791144,0.0002492784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4253758,0.00001661563,0.3269443,0.0038442,0.000583822,0.0009156053,0.000155899,0.0002626778,0.2419011],"genre_scores_gemma":[0.9644735,0.00000947068,0.007027458,0.002051446,0.0000544455,0.0000778104,0.0001527515,0.000004476181,0.02614867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5390977,"threshold_uncertainty_score":0.9993834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2861021076102399,"score_gpt":0.4157875252166598,"score_spread":0.12968541760642,"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."}}