{"id":"W7098367175","doi":"","title":"The Public Service in a Knowledge Based Society Innovation Research Team:","year":2008,"lang":"en","type":"article","venue":"","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Public sector; Public service; Creativity; Service (business); Private sector; Knowledge economy; Information technology","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":[],"consensus_categories":[],"category_scores_codex":[0.02228982,0.0004774056,0.0006811692,0.003073172,0.01585134,0.01753104,0.002330746,0.005033837,0.01294644],"category_scores_gemma":[0.01908847,0.0003417536,0.00043064,0.006915437,0.009988251,0.00654698,0.006554042,0.005099042,0.002289689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08545583,"about_ca_system_score_gemma":0.3905561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7432946,"about_ca_topic_score_gemma":0.8171232,"domain_scores_codex":[0.9840649,0.003289288,0.0003819257,0.001623078,0.006400568,0.004240235],"domain_scores_gemma":[0.9483837,0.004751152,0.001358377,0.001128836,0.02119435,0.02318354],"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":[0.0002368079,0.0004394296,0.01484261,0.0008703636,0.00004399879,0.0004466845,0.04054014,0.0003764944,0.001398727,0.1317404,0.5206499,0.2884144],"study_design_scores_gemma":[0.0000454419,0.0001350773,0.007724908,0.0006165974,0.00002954976,0.0001064349,0.04941615,0.0004464786,0.0006931406,0.00557691,0.9351609,0.00004855604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05874257,0.01447839,0.007823867,0.79564,0.007064585,0.001219924,0.001696842,0.0004338039,0.1129],"genre_scores_gemma":[0.5189657,0.02036126,0.02380734,0.1001355,0.002146142,0.001908521,0.002573312,0.0004486472,0.3296536],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7432946,"threshold_uncertainty_score":0.6200283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2093257084477616,"score_gpt":0.3050039892174835,"score_spread":0.09567828076972185,"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."}}