{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001462196,0.00005010351,0.00006847135,0.00002974333,0.0001198766,0.0003307505,0.001192215,0.00001859561,0.0250515],"category_scores_gemma":[0.0003271707,0.0000328201,0.00001974827,0.0003297321,0.0000567685,0.00148947,0.0005946659,0.00005230758,0.02907616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005422238,"about_ca_system_score_gemma":0.000009143249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002011741,"about_ca_topic_score_gemma":0.0000128426,"domain_scores_codex":[0.998656,0.0000203576,0.0002676788,0.0001970505,0.0007436819,0.0001152354],"domain_scores_gemma":[0.9988434,0.0001192982,0.00007689575,0.0008017975,0.000113362,0.00004520796],"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":[0.000005192522,0.00001351958,0.0175761,4.326118e-7,0.000004361314,0.000001067675,0.0003647723,5.899944e-7,0.0002674401,0.001545603,0.786415,0.1938059],"study_design_scores_gemma":[0.0002963767,0.00004402631,0.08211712,0.00001027209,0.00001052915,0.00000211552,0.0005646222,0.1210635,0.0003336644,0.002479016,0.7928691,0.0002096663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8440838,0.000004935829,0.002649113,0.001147696,0.0002282935,0.00008108503,0.00002417398,0.00008919779,0.1516917],"genre_scores_gemma":[0.9404901,5.821046e-7,0.005074041,0.00279638,0.0002928258,0.000001465438,0.00005062758,0.000005067306,0.0512889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1935962,"threshold_uncertainty_score":0.9758397,"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."}}