{"id":"W2031798854","doi":"10.1145/1088622.1088660","title":"A case study of wiki-based experience repository at a medium-sized software company","year":2005,"lang":"en","type":"article","venue":"","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; World Wide Web; Knowledge sharing; Knowledge management; Software","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":[0.004706576,0.000587331,0.0005745392,0.002255738,0.007006657,0.003796711,0.003081639,0.003260075,0.003335686],"category_scores_gemma":[0.01260383,0.0005506859,0.0006074674,0.002211471,0.002485059,0.004096051,0.004316614,0.001861112,0.001045741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001831289,"about_ca_system_score_gemma":0.002421651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003639837,"about_ca_topic_score_gemma":0.009052351,"domain_scores_codex":[0.993715,0.003631203,0.0003039784,0.0006922559,0.0009875678,0.0006699338],"domain_scores_gemma":[0.9842212,0.008400961,0.00103318,0.001800771,0.001193545,0.003350308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008792051,0.006288743,0.060212,0.001332592,0.0002466106,0.1286366,0.569947,0.009313072,0.0185004,0.01427142,0.0117207,0.1786515],"study_design_scores_gemma":[0.0002415146,0.005194563,0.04700237,0.0007160284,0.0002156081,0.05869898,0.6544272,0.03550104,0.02741563,0.006087054,0.1639314,0.0005686444],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719476,0.0001806802,0.01807536,0.001039541,0.00004374142,0.00037583,0.0002180075,0.0003100314,0.007809198],"genre_scores_gemma":[0.9763972,0.000176307,0.0156758,0.0001592943,0.00003591786,0.0001345595,0.0002304481,0.0001272619,0.007063088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007006657,"threshold_uncertainty_score":0.02489108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03245924814992857,"score_gpt":0.3545834426408663,"score_spread":0.3221241944909377,"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."}}