{"id":"W4367030286","doi":"10.3138/cjpe.25.005","title":"Managing Evaluataion: Responding to Common Problems with a 10-Step Process","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Conceptualization; Process (computing); Stakeholder; Unit (ring theory); Public sector; Relation (database); Business; Process management; Program evaluation; Knowledge management; Management science; Public relations; Sociology; Psychology; Computer science; Political science; Economics; Public administration","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02632528,0.0001861912,0.0003137628,0.002435621,0.0004008647,0.0008953356,0.0008251159,0.00009134764,0.005681521],"category_scores_gemma":[0.002442302,0.0001318138,0.00008713549,0.002944096,0.00009610779,0.00102521,0.00001943287,0.0004509019,0.0002063631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002717447,"about_ca_system_score_gemma":0.0056328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001924601,"about_ca_topic_score_gemma":0.05245799,"domain_scores_codex":[0.993876,0.0004741975,0.001026423,0.0003352258,0.003853197,0.0004349067],"domain_scores_gemma":[0.9925168,0.0002295002,0.000794004,0.0004926525,0.005072589,0.0008945168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001140023,0.00004785305,0.02676281,0.00001399094,0.00003123289,0.00001457681,0.002682162,0.01117134,0.0002836044,0.0005441278,0.002881632,0.9554527],"study_design_scores_gemma":[0.005100348,0.005861282,0.0959582,0.0007478524,0.0004427897,0.0007180178,0.008277957,0.3401802,0.001115469,0.03265924,0.5078623,0.00107633],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730007,0.0001012296,0.002195879,0.009118632,0.0009620164,0.002522524,0.000005678142,0.00002267207,0.01207067],"genre_scores_gemma":[0.9905291,0.00000138822,0.007890099,0.0002979386,0.0002445641,0.0001876438,0.000009661892,0.00002029596,0.0008192662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9543763,"threshold_uncertainty_score":0.9992346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2596048059938968,"score_gpt":0.5263633695337143,"score_spread":0.2667585635398175,"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."}}