{"id":"W2302098269","doi":"10.1177/0193841x16637950","title":"How Do Evaluators Differentiate Successful From Less-Than-Successful Experiences With Collaborative Approaches to Evaluation?","year":2016,"lang":"en","type":"article","venue":"Evaluation Review","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Queen's University; University of Ottawa","funders":"University of Ottawa","keywords":"Stakeholder; Antecedent (behavioral psychology); Psychology; Control (management); Computer-assisted web interviewing; Applied psychology; Knowledge management; Medical education; Social psychology; Public relations; Computer science; Political science; Business; Marketing; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08889955,0.000310519,0.000659669,0.004181632,0.001682379,0.006900586,0.0009411572,0.001513056,0.001237001],"category_scores_gemma":[0.3077115,0.0003790675,0.0005462221,0.002633478,0.003943522,0.00729974,0.004606444,0.001191069,0.0002841506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002262688,"about_ca_system_score_gemma":0.0030749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00168441,"about_ca_topic_score_gemma":0.0036165,"domain_scores_codex":[0.8942397,0.08140605,0.006605472,0.002922263,0.01167868,0.003147818],"domain_scores_gemma":[0.6568459,0.2376536,0.05366967,0.01033164,0.03338679,0.008112387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007093258,0.0003917295,0.3345829,0.001828631,0.0003217633,0.0004102409,0.4114484,0.0002523866,0.001458371,0.00478912,0.002510964,0.2412962],"study_design_scores_gemma":[0.0001217186,0.0008798745,0.365412,0.003745732,0.0002197431,0.0007873105,0.5947846,0.001101004,0.00236246,0.008107229,0.02225692,0.0002213502],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807966,0.002559876,0.004231663,0.003216593,0.00009307466,0.0001426884,0.00004131558,0.00002780185,0.008890506],"genre_scores_gemma":[0.9968502,0.0005864459,0.001597352,0.0003992446,0.00003063066,0.0001309365,0.00003221087,0.00001408507,0.0003588552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08889955,"threshold_uncertainty_score":0.4701514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4512052275898277,"score_gpt":0.4632224952179479,"score_spread":0.01201726762812022,"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."}}