{"id":"W1977960824","doi":"10.1016/j.evalprogplan.2014.04.003","title":"Taking stock of four decades of quantitative research on stakeholder participation and evaluation use: A systematic map","year":2014,"lang":"en","type":"review","venue":"Evaluation and Program Planning","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Labour, Employment and Social Solidarity","funders":"","keywords":"Stakeholder; Stock (firearms); Stakeholder engagement; Stakeholder analysis; Environmental planning; Business; Environmental resource management; Geography; Political science; Environmental science; Public relations; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch","bibliometrics"],"domain":"evaluation","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0759058,0.0003095739,0.001584256,0.001360658,0.0002810878,0.0004212705,0.0002803336,0.0002463586,0.0002159242],"category_scores_gemma":[0.01547435,0.0002150603,0.0001439882,0.001218704,0.0001922987,0.0004648777,0.000090378,0.000385015,0.00002382339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319958,"about_ca_system_score_gemma":0.0006768306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001667602,"about_ca_topic_score_gemma":0.00001818585,"domain_scores_codex":[0.9795019,0.01003712,0.00243372,0.0007033616,0.007007329,0.0003165633],"domain_scores_gemma":[0.9822555,0.01027158,0.003067503,0.0005433288,0.003752592,0.0001094722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003191809,0.0000818664,0.0007044342,0.02852013,0.0001107636,2.908683e-7,0.002336876,0.0008881291,0.000001155475,0.001386885,0.0001205782,0.965817],"study_design_scores_gemma":[0.001966927,0.003030404,0.01097764,0.2263617,0.003003872,0.0000109884,0.004662837,0.7026354,0.00001146529,0.003387658,0.04319855,0.0007526116],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0230713,0.965264,0.000800744,0.00006319011,0.0002683369,0.009801521,0.00002095147,0.00002945721,0.000680513],"genre_scores_gemma":[0.6417393,0.3440747,0.007533412,0.00004231188,0.000150695,0.005765997,0.0003254486,0.00008691047,0.0002812028],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9650643,"threshold_uncertainty_score":0.9928187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9237604363882755,"score_gpt":0.7285006439353664,"score_spread":0.1952597924529091,"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."}}