{"id":"W2607086309","doi":"10.3138/cjpe.335","title":"Reflections on the Meaning of Success in Collaborative Approaches to Evaluation: Results of an Empirical Study","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Ottawa; Carleton University","funders":"","keywords":"Meaning (existential); Set (abstract data type); Knowledge management; Core (optical fiber); Work (physics); Key (lock); Empirical research; Computer science; Conceptual framework; Psychology; Management science; Sociology; Epistemology; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05158375,0.000114174,0.0003082383,0.000827331,0.0004642102,0.0003845562,0.0009323044,0.00006003233,0.0002563511],"category_scores_gemma":[0.01601117,0.00007407186,0.00006748334,0.001160071,0.0001422118,0.0007162368,0.00002440522,0.0002198673,0.000006589747],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003721397,"about_ca_system_score_gemma":0.005822822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088964,"about_ca_topic_score_gemma":0.1882366,"domain_scores_codex":[0.9923244,0.002445805,0.001369318,0.0002566075,0.0034191,0.000184844],"domain_scores_gemma":[0.9918034,0.0005451058,0.00170024,0.0007544132,0.004947922,0.0002489194],"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":[0.0005548032,0.0009277689,0.1792379,0.000005327056,0.00009828814,0.000004882993,0.06965634,0.07971044,0.00007164557,0.001619041,0.00103256,0.667081],"study_design_scores_gemma":[0.002827679,0.004373182,0.8593792,0.0001001104,0.0001195859,0.000004593552,0.04103137,0.08270429,0.0005165667,0.007741116,0.001066532,0.000135715],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773812,0.00002797421,0.00005661165,0.006558517,0.0003596308,0.002623948,0.0000154392,0.000001979781,0.01297466],"genre_scores_gemma":[0.9982124,9.757964e-7,0.001447821,0.00006046615,0.00008625419,0.0001527198,0.000004782412,0.000006260937,0.0000283131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6801414,"threshold_uncertainty_score":0.9998133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8398111028940528,"score_gpt":0.6344216308633112,"score_spread":0.2053894720307416,"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."}}