{"id":"W18830643","doi":"10.3138/cjpe.026.001","title":"Advancing Empirical Scholarship to Further Develop Evaluation Theory and Practice","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Grounded theory; Context (archaeology); Development theory; Field (mathematics); Empirical research; Contingency; Epistemology; Sociology; Intersection (aeronautics); Contingency theory; Management science; Engineering ethics; Qualitative research; Knowledge management; Computer science; Social science; Political science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09965651,0.001029154,0.001283522,0.009681543,0.004086884,0.01503424,0.003440812,0.005808179,0.01001852],"category_scores_gemma":[0.1708134,0.0006412046,0.0009025412,0.005215012,0.02590112,0.02371424,0.00838335,0.01005554,0.001766211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01577884,"about_ca_system_score_gemma":0.03858793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005630156,"about_ca_topic_score_gemma":0.00628848,"domain_scores_codex":[0.9400529,0.04521612,0.003214578,0.001772784,0.008369938,0.001373656],"domain_scores_gemma":[0.6790364,0.2508772,0.007243072,0.02148796,0.03686881,0.004486474],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001206887,0.0002844561,0.001558637,0.0006785861,0.00002107174,0.0000540847,0.002817515,0.001406099,0.0001305821,0.9263563,0.006817226,0.05986344],"study_design_scores_gemma":[0.00004249383,0.00005650786,0.001287844,0.005855753,0.00001927196,0.00006090886,0.007437041,0.005305101,0.0005385125,0.9094335,0.06993362,0.00002937895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01891878,0.02430781,0.3886815,0.3614273,0.002494595,0.0009004703,0.0001885604,0.0003456891,0.2027352],"genre_scores_gemma":[0.5642834,0.02651652,0.3748195,0.02135965,0.001990595,0.001660338,0.0003586346,0.000201141,0.008810181],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9003435,"threshold_uncertainty_score":0.5270404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.580695406400756,"score_gpt":0.5966934622915074,"score_spread":0.01599805589075143,"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."}}