{"id":"W4299474551","doi":"10.7765/9781526111418","title":"Knowledge, democracy and action","year":2016,"lang":"en","type":"book","venue":"Manchester University Press eBooks","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of International Science and Engineering; Michigan Diabetes Research Center, University of Michigan; Universiti Sains Malaysia; Social Sciences and Humanities Research Council of Canada; University of Toronto; Higher Education Authority; Center for Depression Research and Clinical Care, University of Texas Southwestern Medical Center; Research Councils UK; Agency for Healthcare Research and Quality; European Commission; Université du Québec à Montréal; University of Brighton; Rijksuniversiteit Groningen; Houston Advanced Research Center; International Development Research Centre; Kırıkkale Üniversitesi; University of Victoria; University of Sussex; Harvard Business School","keywords":"Democracy; Action (physics); Political science; Law; Politics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001205338,0.0008428158,0.0007866773,0.001527934,0.002189731,0.009915335,0.0004620168,0.002975327,0.03148974],"category_scores_gemma":[0.002742977,0.0003284606,0.0003252355,0.002768805,0.009075384,0.007908496,0.002781845,0.003534931,0.006670012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004531399,"about_ca_system_score_gemma":0.002857595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003982331,"about_ca_topic_score_gemma":0.008570818,"domain_scores_codex":[0.9989254,0.0004269409,0.00004147992,0.0001843346,0.0003087088,0.0001132423],"domain_scores_gemma":[0.9989854,0.000623261,0.00008144743,0.00009109388,0.0001087599,0.0001100866],"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":[0.00003795951,0.0000245563,0.0001947396,0.0005368602,0.00001030257,0.00007307243,0.002749288,0.0003487341,0.0001930869,0.6831808,0.1674783,0.1451722],"study_design_scores_gemma":[0.000005442962,0.00001616828,0.0003302442,0.000561339,0.000004106096,0.00006224716,0.000609202,0.00008646672,0.00006779715,0.08832539,0.9099237,0.000007814951],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002424331,0.2425662,0.003197453,0.03286353,0.006168443,0.00002789559,0.000115774,0.000104919,0.7125313],"genre_scores_gemma":[0.05892001,0.1014871,0.001524869,0.007545554,0.005535504,0.0000481199,0.0001165003,0.0001061816,0.8247163],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03148974,"threshold_uncertainty_score":0.1053436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2340107915021969,"score_gpt":0.4080273506612632,"score_spread":0.1740165591590663,"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."}}