{"id":"W4244068642","doi":"10.4018/9781609600402.ch001","title":"Introduction to this Volume","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Nature versus nurture; Knowledge management; Volume (thermodynamics); Computer science; Data science; Sociology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004000058,0.0008535274,0.0007176545,0.00242102,0.00147823,0.004787191,0.001283966,0.001376906,0.4449802],"category_scores_gemma":[0.002185029,0.0003436569,0.0005082304,0.003147539,0.0006224146,0.003574136,0.002187791,0.002047063,0.2689561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377189,"about_ca_system_score_gemma":0.001718621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678781,"about_ca_topic_score_gemma":0.004185166,"domain_scores_codex":[0.9994405,0.00006446647,0.00003149293,0.0001036433,0.0003119737,0.00004804316],"domain_scores_gemma":[0.9992949,0.000187207,0.00003483146,0.00009062872,0.0002712409,0.0001212653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001383138,0.00003707525,0.00009404172,0.0002499215,0.000002627323,0.00006024602,0.0002535872,0.0001061205,0.0003717195,0.01980719,0.8551621,0.1238415],"study_design_scores_gemma":[6.745761e-7,0.000003653324,0.00006054628,0.0001002474,5.978767e-7,0.00005621908,0.00004096262,0.00001504029,0.00003173377,0.001842034,0.9978466,0.000001791764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006786455,0.02065526,0.004525697,0.006619376,0.01097925,0.0001511287,0.00259156,0.0009931739,0.9528059],"genre_scores_gemma":[0.002349377,0.01349215,0.002708828,0.002180476,0.002526095,0.00007361756,0.002267382,0.0005152848,0.9738868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5550199,"threshold_uncertainty_score":0.7916684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388250310657739,"score_gpt":0.2149649508393438,"score_spread":0.2010824477327664,"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."}}