{"id":"W7162197244","doi":"10.82308/7555","title":"Personal information management among office support staff in a university environment: an exploratory study","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exploratory research; Context (archaeology); Grounded theory; Data collection; Work (physics); Order (exchange); Personally identifiable information; Test (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003140521,0.0004005687,0.0006847953,0.002219588,0.008128049,0.002582961,0.001218191,0.00100986,0.001468046],"category_scores_gemma":[0.006214836,0.000477445,0.0002972667,0.002429642,0.00241127,0.001406589,0.001804618,0.001106878,0.0002400281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005699402,"about_ca_system_score_gemma":0.006619766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09611549,"about_ca_topic_score_gemma":0.1653129,"domain_scores_codex":[0.9977296,0.0007924344,0.0001110993,0.0001912912,0.0003960305,0.0007795111],"domain_scores_gemma":[0.9951705,0.002134831,0.0006476284,0.0001612415,0.0007596159,0.001126136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001134696,0.0005247688,0.07918469,0.0001802299,0.000007465057,0.001797173,0.8994441,0.00005984787,0.002020255,0.0002076122,0.0002962157,0.01616409],"study_design_scores_gemma":[0.00000743525,0.0004174711,0.06457966,0.00007127701,0.000009294683,0.0003488496,0.9311094,0.0001806237,0.0003693232,0.00005329164,0.002831487,0.00002181885],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993277,0.00006331326,0.00009352381,0.00005714919,0.000001397356,0.00004002492,0.00001929481,0.000002059492,0.000395628],"genre_scores_gemma":[0.9978582,0.0003458108,0.0005598194,0.00009733706,0.000008330711,0.00008623141,0.00003517037,0.00000383074,0.001005259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09611549,"threshold_uncertainty_score":0.1911121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220485231568112,"score_gpt":0.3370708304659283,"score_spread":0.2150223073091172,"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."}}