{"id":"W4256444148","doi":"10.1145/1592401.1592403","title":"From the chair","year":2009,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Organizational Change and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Management; Publicity; Library science; Sociology; Political science; Law; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003147276,0.001425192,0.001035142,0.001434493,0.005191057,0.015133,0.001902768,0.004094934,0.5588615],"category_scores_gemma":[0.01438801,0.0006353142,0.0008752867,0.001323831,0.001243994,0.007878413,0.006367808,0.007563838,0.5076897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003206172,"about_ca_system_score_gemma":0.006952969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002796386,"about_ca_topic_score_gemma":0.005149412,"domain_scores_codex":[0.9937862,0.00125062,0.0003301537,0.001251366,0.002407472,0.0009741458],"domain_scores_gemma":[0.9892204,0.0006131495,0.0003588454,0.0006805701,0.005301443,0.003825587],"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":[0.00001084603,0.000008574588,0.00008964304,0.00003853492,0.000002021345,0.00002842024,0.00007279335,0.00001138368,0.0000713937,0.003278381,0.9721321,0.02425589],"study_design_scores_gemma":[0.000001381272,0.000003736462,0.00005164346,0.00003427886,0.000001048938,0.00004029034,0.00008941045,0.000008069834,0.00002236402,0.0004712759,0.9992738,0.000002582279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0007124328,0.01210515,0.003701097,0.1261781,0.1274752,0.0002654859,0.001265559,0.001353693,0.7269432],"genre_scores_gemma":[0.003926215,0.004425864,0.0008701862,0.020123,0.01167634,0.0001152936,0.0006631661,0.0004090033,0.9577909],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5588615,"threshold_uncertainty_score":0.6292305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03679846493908701,"score_gpt":0.2691980690836843,"score_spread":0.2323996041445973,"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."}}