{"id":"W2752246894","doi":"","title":"Doing participatory evaluation in Indigenous contexts - methodological issues and questions","year":2013,"lang":"en","type":"article","venue":"ALAR","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Mainstream; Participatory action research; Citizen journalism; Participatory evaluation; Sociology; Action research; Political science; Public relations; Engineering ethics; Public administration; Engineering; Pedagogy; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009969319,0.00007130871,0.0001640827,0.0001503787,0.0001148719,0.0001495403,0.0001365553,0.0000593328,0.002992352],"category_scores_gemma":[0.002319077,0.00004978755,0.0000227278,0.0002558721,0.00006265834,0.0004677711,0.00004387385,0.0000972892,0.0006118268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003866318,"about_ca_system_score_gemma":0.00009737126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002920245,"about_ca_topic_score_gemma":0.0002244319,"domain_scores_codex":[0.9970503,0.0012989,0.0003977737,0.0002054587,0.0008777768,0.000169766],"domain_scores_gemma":[0.9982007,0.001108556,0.00009808451,0.0002187107,0.0003033521,0.00007061438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000006012186,0.00007317029,0.3517359,0.000002674458,0.000008305913,0.000001700196,0.007310611,0.0006254911,0.001022488,0.001903224,0.001610561,0.6356999],"study_design_scores_gemma":[0.000345136,0.00007576446,0.9397216,0.00001314204,0.00001012924,0.000003686595,0.0009654888,0.01283086,0.0002755858,0.03383543,0.01182677,0.00009640766],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927529,0.001109106,0.00146954,0.002611375,0.0001314966,0.0004385304,8.697492e-7,0.00001763088,0.00146853],"genre_scores_gemma":[0.9941263,0.00006263114,0.004933004,0.0003972863,0.0000330584,0.0001494101,0.000002269854,0.000003145939,0.0002928959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6356035,"threshold_uncertainty_score":0.997919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5338162209381445,"score_gpt":0.5972862119027038,"score_spread":0.0634699909645593,"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."}}