{"id":"W1874314103","doi":"","title":"One Size Fits All? The Portability of Macro-Appraisal by a Comparative Analysis of Canada, South Africa, and New Zealand","year":2001,"lang":"en","type":"article","venue":"Archivaria","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Macro; Critical appraisal; Software portability; Macro level; Context (archaeology); Government (linguistics); Regional science; Value (mathematics); Performance appraisal; Political science; Management science; Sociology; Economics; Geography; Computer science; Macroeconomics; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.0000762809,0.00009278367,0.000259451,0.00004273116,0.00007980353,0.00003413151,0.0001332018,0.000004306241,0.0003072665],"category_scores_gemma":[0.00002119735,0.00006469798,0.00006976662,0.00007519675,0.0002721241,0.00006361181,0.00005953367,0.00005637319,9.076422e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005559649,"about_ca_system_score_gemma":0.00006458689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1005658,"about_ca_topic_score_gemma":0.08251885,"domain_scores_codex":[0.9992022,0.00003925935,0.000242962,0.0001534387,0.0002134075,0.0001487631],"domain_scores_gemma":[0.9990754,0.0005514119,0.0001229404,0.0001502402,0.00002396615,0.00007607366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001104085,0.0001907747,0.003132066,0.00001558431,0.001771159,0.000002030429,0.04852929,0.00006467909,0.00003194378,0.9261384,0.01920377,0.0008098837],"study_design_scores_gemma":[0.0004263458,0.0001334706,0.7388209,0.00001378911,0.0006892352,5.540701e-7,0.001532856,0.0004559911,0.00001897352,0.121747,0.1359892,0.0001717666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4282017,0.00002973151,0.00004455859,0.001488214,0.00004331856,0.0001516606,0.001205798,0.000008328441,0.5688267],"genre_scores_gemma":[0.9925199,0.000003811997,0.00006159186,0.00009313674,0.00003444252,0.000004520422,0.00008832852,0.000003209312,0.007191125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8043914,"threshold_uncertainty_score":0.9342228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04436688726299746,"score_gpt":0.2335604803503856,"score_spread":0.1891935930873881,"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."}}