{"id":"W4235382958","doi":"10.22215/etd/2005-07608","title":"CASH : a category - based file management system","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Computer science","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":[0.00131096,0.0004040651,0.0004579594,0.003980396,0.00104264,0.001568844,0.001753164,0.0005738269,0.02765206],"category_scores_gemma":[0.005466645,0.0002376575,0.000240672,0.003418409,0.0002660775,0.002588153,0.00167324,0.0003926381,0.008877844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007901306,"about_ca_system_score_gemma":0.001601985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006359649,"about_ca_topic_score_gemma":0.006025058,"domain_scores_codex":[0.999472,0.00008996314,0.00006309748,0.0000752953,0.0002284471,0.00007122217],"domain_scores_gemma":[0.9959846,0.001068716,0.0003419096,0.0007704592,0.001170206,0.0006641729],"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":[0.002997655,0.0004845432,0.01668828,0.0004108004,0.00008769464,0.000260284,0.0004136498,0.003308924,0.009764808,0.01403797,0.2770998,0.6744456],"study_design_scores_gemma":[0.001515297,0.001706012,0.03754986,0.0003245844,0.000337438,0.001169589,0.0008670206,0.1388981,0.03548355,0.04075625,0.7408917,0.0005006203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.2345139,0.002517354,0.2521536,0.002823652,0.001029936,0.003019357,0.07554234,0.3263004,0.1020995],"genre_scores_gemma":[0.6562138,0.00113678,0.1709765,0.0006773403,0.0005252576,0.001424669,0.0683961,0.003872054,0.09677757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02765206,"threshold_uncertainty_score":0.09250534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1544385891571884,"score_gpt":0.4099731717072344,"score_spread":0.255534582550046,"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."}}