{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008488549,0.0002472625,0.0003349097,0.0003300419,0.0002998685,0.0001819785,0.0005926627,0.0002789186,0.000303502],"category_scores_gemma":[0.00004061438,0.0001937555,0.0001161672,0.00002305051,0.0001823205,0.0003885573,0.0004895352,0.0002504106,0.0002718968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002435665,"about_ca_system_score_gemma":0.0003814745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003921556,"about_ca_topic_score_gemma":0.00002703593,"domain_scores_codex":[0.9979405,0.0001992429,0.0002932685,0.000590874,0.0007651613,0.000210954],"domain_scores_gemma":[0.998041,0.0005184383,0.000343308,0.0006244432,0.0003261682,0.0001466431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001540722,0.00003705613,0.0003805841,0.0001072855,0.0001272939,0.00003279587,0.001953935,0.000002295184,0.00006222119,0.07526617,0.3720838,0.5497925],"study_design_scores_gemma":[0.0005345188,0.00003946068,0.0007303668,0.00009895611,0.00006010696,0.000005793968,0.00009795938,0.0001055819,0.00007659882,0.00613369,0.9918634,0.0002535089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004777102,0.00007334606,0.00118983,0.0001942011,0.0004562394,0.0002664627,0.0000296345,0.00005773801,0.9972548],"genre_scores_gemma":[0.002443683,0.0001053917,0.0001064827,0.00008633736,0.0002101925,9.241299e-7,0.000007004449,0.00001678706,0.9970232],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6197796,"threshold_uncertainty_score":0.790112,"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."}}