{"id":"W2563368937","doi":"10.1002/pra2.2016.14505301062","title":"Cardinal: Novel software for studying file management behavior","year":2016,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Asynchronous communication; Interface (matter); Adaptability; Software; File system; Test (biology); User interface; Human–computer interaction; World Wide Web; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.003837804,0.00009488918,0.0001662505,0.0009819269,0.0005562088,0.0002936122,0.001002436,0.00008539526,0.00001399032],"category_scores_gemma":[0.006924876,0.00005413258,0.00006998562,0.002344545,0.000205185,0.004308937,0.0003683947,0.00004300532,0.00001287021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002003973,"about_ca_system_score_gemma":0.00005000504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.156027e-7,"about_ca_topic_score_gemma":5.626268e-7,"domain_scores_codex":[0.9976359,0.000001568241,0.0005962468,0.0001812426,0.001318494,0.0002665666],"domain_scores_gemma":[0.9938017,0.0002684158,0.001025724,0.0001412105,0.004727366,0.00003558848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004282343,0.00007084831,0.2326591,0.00006984325,0.00004583714,1.247391e-8,0.0009193864,0.000001936334,0.004657587,0.3341451,0.07651427,0.3508733],"study_design_scores_gemma":[0.003378551,0.0002379309,0.2880991,0.0001044945,0.0001790356,0.00000447735,0.01137853,0.0005681061,0.0132244,0.02423293,0.6581491,0.0004433487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432485,0.00001668765,0.01586855,0.01908496,0.001185335,0.0065945,0.001768715,0.0004151968,0.01181759],"genre_scores_gemma":[0.9861649,0.000008346405,0.00988851,0.0002285107,0.00001962022,0.000892415,0.000005319797,0.000005312144,0.002787082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5816348,"threshold_uncertainty_score":0.8290223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09787824097144289,"score_gpt":0.3603323564666754,"score_spread":0.2624541154952325,"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."}}