{"id":"W191023420","doi":"","title":"Learning in Enterprise System Support: Specialization, Task Type and Network Characteristics.","year":2010,"lang":"en","type":"article","venue":"International Conference on Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Knowledge management; Computer science; Task (project management); Centrality; Betweenness centrality; Context (archaeology); Contingency; Perspective (graphical); Multi-task learning; Artificial intelligence; Engineering","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":[0.002004332,0.0001793735,0.0001858633,0.0005952099,0.0003566074,0.001333769,0.0002828039,0.0003639277,0.002389362],"category_scores_gemma":[0.01628663,0.00008434149,0.0001879405,0.0004905809,0.000534636,0.001914311,0.001294128,0.0002980667,0.0002043408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005860614,"about_ca_system_score_gemma":0.000504279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008944857,"about_ca_topic_score_gemma":0.002390372,"domain_scores_codex":[0.9988546,0.0005246986,0.00005753305,0.0001284957,0.0002539683,0.0001806411],"domain_scores_gemma":[0.9826953,0.01124685,0.002666153,0.0007465986,0.0006963134,0.001948729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003096492,0.000769597,0.8866313,0.0001468177,0.00008229689,0.0003087365,0.006414027,0.003799982,0.003989585,0.001691731,0.0003348725,0.09552155],"study_design_scores_gemma":[0.00001933217,0.0006983464,0.9728113,0.00004367967,0.00004799497,0.0004933972,0.008546935,0.009259358,0.001827003,0.004491036,0.001734916,0.00002673754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995625,0.00004884443,0.001406436,0.00008996265,0.00000156601,0.00001289483,0.00002154467,0.000004979905,0.002788976],"genre_scores_gemma":[0.9992833,0.00002669688,0.0004458783,0.000008204148,0.000001975789,0.000006095956,0.00002121198,0.000001388372,0.0002052849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002389362,"threshold_uncertainty_score":0.01060003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04739948352521193,"score_gpt":0.3329134060284698,"score_spread":0.2855139225032579,"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."}}