{"id":"W49815185","doi":"","title":"IT Champions as Agents of Change: a Social Capital Perspective","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Champion; Social capital; Perspective (graphical); Process (computing); Championship; Knowledge management; Variance (accounting); Computer science; Management science; Sociology; Political science; Business; Economics; Social science; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.002980965,0.00005313569,0.0001543649,0.0001411161,0.0004554419,0.00009974243,0.0002178423,0.00008206944,0.0000125999],"category_scores_gemma":[0.0009848692,0.00004108558,0.0001986255,0.0002395466,0.00002044237,0.002110343,0.000033966,0.00008565365,0.00003044729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008486896,"about_ca_system_score_gemma":0.00007559106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002108104,"about_ca_topic_score_gemma":0.00003744584,"domain_scores_codex":[0.9985333,0.0001355604,0.0004701869,0.00002224796,0.0006562071,0.000182464],"domain_scores_gemma":[0.9968749,0.00009821651,0.001863809,0.00004527747,0.001072264,0.00004549203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000177885,0.0000472076,0.02337085,0.00004313266,0.0001840743,2.071337e-8,0.7216289,0.00001291696,0.000005686597,0.2301761,0.02419506,0.0003182641],"study_design_scores_gemma":[0.0007560181,0.00003793331,0.03152162,0.00006419534,0.0001000493,0.000001171738,0.3362071,0.00007801496,0.00002311431,0.0005459763,0.6305591,0.0001057475],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2724797,0.0003871467,0.0006197367,0.01495683,0.01565121,0.00262693,0.00008670798,0.00004398263,0.6931478],"genre_scores_gemma":[0.9953682,0.00001337342,0.000009189747,0.0001191978,0.001325555,0.00001583453,0.000002037209,0.000003204143,0.003143379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7228885,"threshold_uncertainty_score":0.3502937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08833229947463656,"score_gpt":0.357482454599625,"score_spread":0.2691501551249885,"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."}}