{"id":"W201383492","doi":"10.2139/ssrn.2220047","title":"A Transaction Byte Paradigm for Researching Organisations","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Byte; Creatures; Database transaction; Computer science; Process (computing); Human–computer interaction; Data science; Database; Operating system","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":[0.01023828,0.0007890836,0.0009979117,0.003290684,0.002696267,0.009469634,0.003840913,0.003685299,0.01281753],"category_scores_gemma":[0.01677345,0.0006574124,0.001177357,0.004867542,0.01094455,0.01998664,0.004510893,0.004278983,0.001690487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004471276,"about_ca_system_score_gemma":0.004600359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002092438,"about_ca_topic_score_gemma":0.001744281,"domain_scores_codex":[0.9902839,0.006928677,0.0004359106,0.0007869585,0.00122324,0.0003412615],"domain_scores_gemma":[0.9870121,0.00797817,0.0006898761,0.002225236,0.00125069,0.000843904],"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":[0.000005248657,0.00001022014,0.0001102833,0.00002061376,0.000003545815,0.00002477174,0.0003171121,0.000374567,0.000043404,0.9962546,0.0003150497,0.002520591],"study_design_scores_gemma":[0.00001202726,0.0000163311,0.00009400409,0.00003547878,0.000006504488,0.00006106099,0.0004987442,0.004822935,0.00006239716,0.987188,0.007196033,0.000006425913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01322776,0.001481159,0.8582381,0.01471042,0.0002589792,0.0004555766,0.0002475732,0.000105024,0.1112754],"genre_scores_gemma":[0.6157603,0.001762832,0.3581663,0.001118461,0.0003610385,0.002423828,0.000262434,0.00007213803,0.02007279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01281753,"threshold_uncertainty_score":0.05414581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689157085687688,"score_gpt":0.3048663365899016,"score_spread":0.2879747657330247,"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."}}