{"id":"W4362503613","doi":"10.56645/jmde.v18i42.711","title":"Empowerment Evaluation of Programs Involving Youth","year":2022,"lang":"en","type":"article","venue":"Journal of MultiDisciplinary Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Winnipeg","funders":"","keywords":"Empowerment; Participatory evaluation; Program evaluation; Youth empowerment; Citizen journalism; Psychology; Participatory action research; Intervention (counseling); Positive Youth Development; Set (abstract data type); Medical education; Applied psychology; Sociology; Computer science; Political science; Medicine; Social science; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.1013192,0.0001582994,0.0003915739,0.0007876208,0.0004493439,0.00008838611,0.000715299,0.00004724129,0.003887039],"category_scores_gemma":[0.002197916,0.0001223398,0.0002765446,0.001126126,0.00006567212,0.0008668402,0.0003327267,0.0003268559,0.000017944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008745576,"about_ca_system_score_gemma":0.002081149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007280636,"about_ca_topic_score_gemma":0.00001666979,"domain_scores_codex":[0.9751464,0.003704246,0.002368391,0.0003218361,0.01823323,0.000225932],"domain_scores_gemma":[0.9894966,0.0003880274,0.003130117,0.0004783766,0.006398164,0.0001087361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005280332,0.001571954,0.09687027,0.00001542009,0.0001221901,0.000002854831,0.04659998,0.4402607,0.004861497,0.0002098708,0.000869175,0.4080881],"study_design_scores_gemma":[0.004299934,0.001835294,0.1652665,0.00006335345,0.0005017038,0.00004003374,0.07099652,0.7423244,0.0006566264,0.01347529,0.0003391278,0.0002012566],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937835,0.000773647,0.0005276538,0.0008415558,0.001573268,0.0009886493,0.00001191813,0.00000757622,0.001492208],"genre_scores_gemma":[0.9982895,0.00002085254,0.001275581,0.00002720774,0.0001494126,0.0000740598,0.00004154753,0.00001270326,0.0001091751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4078868,"threshold_uncertainty_score":0.9970235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3965048437440594,"score_gpt":0.526744258074393,"score_spread":0.1302394143303336,"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."}}