{"id":"W1544634347","doi":"10.56645/jmde.v3i4.95","title":"Review of Research Evaluation, Volumes 13(3), 14(1), and 14(2)","year":2006,"lang":"en","type":"article","venue":"Journal of MultiDisciplinary Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1401359,0.000163858,0.0005315281,0.0009528412,0.0003183579,0.0001145004,0.0005345612,0.0001011873,0.002121838],"category_scores_gemma":[0.01099615,0.0001156701,0.0001875697,0.001437846,0.0002340323,0.001130983,0.000182311,0.0003697567,0.00006601198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002758199,"about_ca_system_score_gemma":0.001560359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000236253,"about_ca_topic_score_gemma":0.0000894363,"domain_scores_codex":[0.9809058,0.003595121,0.002648067,0.0003668861,0.01221111,0.0002729598],"domain_scores_gemma":[0.9750879,0.00175574,0.001882059,0.0005359554,0.02061916,0.0001192301],"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":[0.0004422955,0.001093293,0.1404426,0.001383985,0.0001176799,0.000006996122,0.00297252,0.01709108,0.004698203,0.0006506827,0.181977,0.6491237],"study_design_scores_gemma":[0.003752837,0.0009793263,0.6121509,0.004977843,0.0003664153,0.0001047852,0.00193567,0.2788985,0.0009194429,0.08759868,0.008037434,0.0002781913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9085251,0.0732238,0.0007892241,0.008825188,0.0009153711,0.001488719,0.00001025228,0.00000898341,0.006213333],"genre_scores_gemma":[0.9885162,0.007312647,0.002882691,0.00008622125,0.0004283751,0.00004112217,0.00002108718,0.00001437337,0.0006972747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6488455,"threshold_uncertainty_score":0.9987904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.365610475907359,"score_gpt":0.5976328797105598,"score_spread":0.2320224038032008,"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."}}