{"id":"W1976983194","doi":"10.1086/422776","title":"The Politics of Library Artifacts: The NationalUnion Catalog","year":2004,"lang":"en","type":"article","venue":"The Library Quarterly","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Vision; Variety (cybernetics); Union catalog; Politics; Context (archaeology); Public relations; Political science; Sociology; National identity; European union; Regional science; Public administration; Library science; Business; Geography; Cataloging; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004837295,0.00006589213,0.0000647717,0.00002700813,0.001599547,0.0002922266,0.0005099504,0.00003362947,0.000138609],"category_scores_gemma":[0.00001985043,0.00003155431,0.00005384499,0.0002668949,0.0004027248,0.002160141,0.00002441636,0.00008132774,0.00007238444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001546391,"about_ca_system_score_gemma":0.0002537516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003038032,"about_ca_topic_score_gemma":0.00004263037,"domain_scores_codex":[0.9988215,0.0002653437,0.0003261353,0.00005636084,0.0003279544,0.000202704],"domain_scores_gemma":[0.9991168,0.0003793333,0.0002014233,0.0002377888,0.0000283274,0.00003637486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006936193,0.000007955787,0.0001293416,0.000003625215,0.00001022747,9.162239e-8,0.06286851,0.000005845383,0.000005846393,0.9285458,0.005131019,0.003284852],"study_design_scores_gemma":[0.0002575298,0.0001087681,0.002613319,0.00001618556,0.000008033617,0.000001881206,0.1194231,0.00001315671,0.0004982536,0.3920608,0.4849205,0.00007854038],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4916333,0.0005218485,0.000793812,0.2461103,0.001566881,0.001566006,0.0001942861,0.0003037149,0.2573099],"genre_scores_gemma":[0.9937676,0.00003980088,0.00005978715,0.001255945,0.0003900438,0.00002046013,0.00006381665,0.000008815324,0.004393742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.536485,"threshold_uncertainty_score":0.9997002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216945131549444,"score_gpt":0.2676092700976466,"score_spread":0.2554398187821522,"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."}}