{"id":"W2028264174","doi":"10.1145/1180875.1180946","title":"A grounded theory of information sharing behavior in a personal learning space","year":2006,"lang":"en","type":"article","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Space (punctuation); Computer science; Grounded theory; Human–computer interaction; Knowledge management; Internet privacy; Sociology; Qualitative research","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":[],"category_scores_codex":[0.002115497,0.00008876421,0.0001495395,0.0006682979,0.00006907998,0.000234329,0.0003238397,0.00004499387,0.001062569],"category_scores_gemma":[0.0002008452,0.00006996158,0.00008203275,0.0006637807,0.0000535941,0.002405092,0.0001163663,0.0001199506,0.0002456952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004065598,"about_ca_system_score_gemma":0.00001972363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002986224,"about_ca_topic_score_gemma":0.0001377042,"domain_scores_codex":[0.9981558,0.00005284738,0.0006486956,0.0001211374,0.0008560854,0.0001653881],"domain_scores_gemma":[0.9992949,0.000151989,0.0002527131,0.0001361453,0.0001360821,0.00002817218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001004463,0.0001383718,0.6503421,0.00001169316,0.000004234111,0.000003578829,0.004549443,0.0005316753,0.0002984437,0.3045245,0.001231417,0.03826416],"study_design_scores_gemma":[0.0007032594,0.00004116331,0.9628873,0.00001060125,0.00001118915,0.00000271163,0.01166807,0.01049178,0.0001546208,0.009815298,0.00406831,0.0001457099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92738,0.000007783217,0.006499791,0.0001220257,0.0000534151,0.0001546566,0.000002145232,0.00003554434,0.06574464],"genre_scores_gemma":[0.9910116,8.858659e-7,0.0005881238,0.0000613548,0.0000138282,0.00001863454,0.00001424423,0.000002817733,0.008288525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3125452,"threshold_uncertainty_score":0.9998506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1457327010294989,"score_gpt":0.3807183804721196,"score_spread":0.2349856794426208,"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."}}