{"id":"W2288073478","doi":"","title":"The Feds are Ready for a Change","year":2009,"lang":"en","type":"article","venue":"The open source business resource","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004781252,0.0004978179,0.0005108193,0.001292356,0.003872528,0.01229038,0.0009410757,0.007047373,0.06857857],"category_scores_gemma":[0.01922294,0.000330536,0.0008953989,0.001024495,0.002582485,0.01056218,0.004305416,0.009734279,0.02877386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00337948,"about_ca_system_score_gemma":0.007184694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007150909,"about_ca_topic_score_gemma":0.01203222,"domain_scores_codex":[0.9966857,0.000447035,0.0001242641,0.0002926905,0.001469914,0.0009803611],"domain_scores_gemma":[0.9873558,0.001001014,0.0005372362,0.001616456,0.004380316,0.005109317],"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":[0.0002361374,0.0001174037,0.00202819,0.00005934081,0.00002039401,0.0003432072,0.0003590591,0.0001219729,0.001043825,0.06397106,0.8458187,0.08588071],"study_design_scores_gemma":[0.0000172688,0.00002901317,0.002382217,0.00004214657,0.000005962903,0.00008228968,0.0004412013,0.0001154789,0.0002712597,0.01233458,0.9842524,0.00002619685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01564536,0.00350765,0.005653798,0.5300767,0.05500461,0.0000690171,0.001716002,0.003053182,0.3852737],"genre_scores_gemma":[0.1658826,0.001951507,0.01010144,0.1212227,0.006482548,0.00008435136,0.001742526,0.001331838,0.6912006],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06857857,"threshold_uncertainty_score":0.2294182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0728811049323712,"score_gpt":0.2701412841637013,"score_spread":0.1972601792313301,"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."}}