{"id":"W2789492532","doi":"10.1177/1035719x0700700103","title":"The fate of recommendations","year":2007,"lang":"en","type":"article","venue":"Evaluation Journal of Australasia","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Dynamics (Canada)","funders":"","keywords":"Audit; Performance audit; Identification (biology); Business; Government (linguistics); Audit plan; Auditor independence; Parliament; Accounting; Chief audit executive; Joint audit; Public relations; Internal audit; Political science; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.05582915,0.00007056839,0.0001619728,0.0002815102,0.0001957852,0.0001041408,0.0004918574,0.00003939964,0.002730053],"category_scores_gemma":[0.003732657,0.00003941108,0.0001342244,0.0006319411,0.0000826511,0.0004853388,0.00002224549,0.0001760558,0.00007279115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007786153,"about_ca_system_score_gemma":0.0004706749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001428306,"about_ca_topic_score_gemma":0.00002851746,"domain_scores_codex":[0.9942651,0.0004458823,0.001706684,0.00009588423,0.003323097,0.0001632883],"domain_scores_gemma":[0.9927698,0.001757742,0.001537976,0.0002694915,0.003573091,0.0000918402],"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":[0.0001245699,0.0000885012,0.02319669,0.000001865327,0.0000601689,0.000001170297,0.001405307,0.002974958,0.001950848,0.004045784,0.04344601,0.9227041],"study_design_scores_gemma":[0.002468352,0.0006230627,0.6841198,0.0000674425,0.0001355727,0.00009428096,0.01026188,0.01048372,0.01278549,0.05262971,0.2261593,0.0001713801],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394496,0.0002377596,0.01915109,0.02098752,0.002574628,0.0003337962,0.000004060435,0.000005889171,0.01725567],"genre_scores_gemma":[0.9964011,0.00005805738,0.002177045,0.00007149699,0.0001490818,0.000001332166,0.000001348043,0.000003694607,0.001136887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9225327,"threshold_uncertainty_score":0.9981816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2628772830066536,"score_gpt":0.5593003095300301,"score_spread":0.2964230265233764,"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."}}