{"id":"W2506877005","doi":"10.4018/978-1-931777-16-2.ch005","title":"Virtual Transactional and Relational Exchanges","year":2002,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transactional leadership; Linkage (software); Relation (database); Computer science; Transactional analysis; Knowledge management; Relational database; Psychology; Social psychology; Data mining","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":[0.002706465,0.0003072479,0.0002503304,0.001162465,0.001025766,0.0093768,0.0006054692,0.00079136,0.01401646],"category_scores_gemma":[0.01077088,0.0001487185,0.0002433231,0.001914733,0.003688254,0.007980456,0.002987223,0.0008497281,0.0009012711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276286,"about_ca_system_score_gemma":0.0009604782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006363774,"about_ca_topic_score_gemma":0.0005504752,"domain_scores_codex":[0.9961767,0.001949932,0.0001433482,0.0002688148,0.001141157,0.0003200794],"domain_scores_gemma":[0.9949164,0.00295549,0.0005766539,0.0007654121,0.0004206233,0.0003654223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000830748,0.00003575468,0.001418591,0.0001509989,0.00001467853,0.0001259857,0.002365376,0.0009921314,0.0004060736,0.9422728,0.001653333,0.05048116],"study_design_scores_gemma":[0.00005041417,0.0003130835,0.00781348,0.0005756312,0.00006681901,0.001636666,0.009896083,0.009892313,0.0009978394,0.8340208,0.1346917,0.00004517972],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1258821,0.006505041,0.05763266,0.002865009,0.000394667,0.0002507383,0.0001557413,0.0001417297,0.8061722],"genre_scores_gemma":[0.9661475,0.002257762,0.007071327,0.0002563594,0.0001342979,0.0001825195,0.00008991049,0.00003263275,0.02382762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01401646,"threshold_uncertainty_score":0.04688972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241491469422059,"score_gpt":0.2153816333617468,"score_spread":0.1929667186675262,"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."}}