{"id":"W2061347440","doi":"10.1145/1518701.1518959","title":"WikiFolders","year":2009,"lang":"en","type":"article","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; World Wide Web; File system; Torrent file; File format; Information retrieval; Server; Web page; Computer file; Database; Operating system; Indexed file","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005079237,0.00003627715,0.00005124707,0.0001224195,0.00004936253,0.000180662,0.0002840489,0.00001303251,0.003258357],"category_scores_gemma":[0.00008634014,0.00002304592,0.00004171413,0.000292059,0.000009191889,0.0005282221,0.00001500004,0.00002265711,0.003335953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005053038,"about_ca_system_score_gemma":0.000005053186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001621987,"about_ca_topic_score_gemma":0.000001833572,"domain_scores_codex":[0.9990678,0.000009930721,0.000182918,0.00008628394,0.0005672671,0.00008578368],"domain_scores_gemma":[0.9996695,0.00003930096,0.00003515876,0.0001594839,0.00005529057,0.00004128388],"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":[0.000004604697,0.00002113569,0.004224531,1.084605e-7,0.00000119046,0.000001929676,0.0002139398,0.00001508483,0.0001134732,0.1725936,0.4590861,0.3637244],"study_design_scores_gemma":[0.000235599,0.00005199907,0.3773542,0.000001037779,0.000003751808,0.000001411791,0.001226909,0.001820822,0.0002319577,0.04061192,0.5783352,0.000125165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2514922,0.000009230978,0.01044433,0.00837463,0.0001302142,0.00007057873,6.476097e-7,0.00009443146,0.7293837],"genre_scores_gemma":[0.953943,8.881232e-7,0.0007131893,0.004618344,0.00001751335,5.215544e-7,7.341056e-7,6.189206e-7,0.04070524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7024507,"threshold_uncertainty_score":0.9976528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4135862480141481,"score_gpt":0.4881664774734543,"score_spread":0.0745802294593062,"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."}}