{"id":"W2815338869","doi":"10.1145/3215611.3215614","title":"Navigating Data Over Time","year":2018,"lang":"en","type":"article","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Dimension (graph theory); Fourth Dimension; Domain (mathematical analysis); Representation (politics); Interface (matter); Data science; Human–computer interaction; World Wide Web; Information retrieval","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":[0.001932486,0.0004505374,0.0004117712,0.002347365,0.001416622,0.005768617,0.00116189,0.001148871,0.00567157],"category_scores_gemma":[0.01189478,0.0003221424,0.0005216584,0.002846585,0.00140861,0.008562341,0.004272602,0.0008515356,0.001399165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007961141,"about_ca_system_score_gemma":0.001249176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007326134,"about_ca_topic_score_gemma":0.007480418,"domain_scores_codex":[0.9984428,0.0005501809,0.0001167462,0.0004292617,0.0003491222,0.0001118948],"domain_scores_gemma":[0.9957224,0.002316101,0.0003118811,0.0009181771,0.0005084536,0.0002229284],"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":[0.0003861499,0.0001753223,0.01762914,0.0006223249,0.0001079293,0.0005953524,0.02952365,0.01594631,0.008914694,0.3212889,0.02980146,0.5750087],"study_design_scores_gemma":[0.00004961616,0.0002131271,0.007200427,0.000391494,0.0001364496,0.000887361,0.01445584,0.08484849,0.01079103,0.2496929,0.6311668,0.0001665841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1423518,0.001575278,0.7785511,0.00490008,0.0002455125,0.0003033919,0.002604031,0.007548534,0.06192035],"genre_scores_gemma":[0.5010257,0.001382157,0.4789143,0.0005295597,0.00007775965,0.0002754359,0.002897765,0.0009009268,0.01399635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007326134,"threshold_uncertainty_score":0.01897323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4797549823261579,"score_gpt":0.5357382821247347,"score_spread":0.0559832997985768,"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."}}