{"id":"W4377837477","doi":"10.2352/issn.2168-3204.2012.9.1.art00012","title":"A New Beginning: Collaborative Partnerships for Digitizing and Indexing Military Records of the Directorate of History and Heritage Archives","year":2012,"lang":"en","type":"article","venue":"Archiving Conference","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of National Defence","funders":"","keywords":"Search engine indexing; History; Archival science; Library science; Visual arts; World Wide Web; Computer science; Archaeology; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04345344,0.0004737827,0.0004598719,0.004142794,0.01274356,0.01654024,0.004283666,0.002881822,0.0255149],"category_scores_gemma":[0.04105268,0.0008909183,0.0005783045,0.006125727,0.003288219,0.01354932,0.02398009,0.004526072,0.005004603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007031011,"about_ca_system_score_gemma":0.05339229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03466574,"about_ca_topic_score_gemma":0.08762117,"domain_scores_codex":[0.9679272,0.01709767,0.001393681,0.001758231,0.008484782,0.00333845],"domain_scores_gemma":[0.9125931,0.01459559,0.004150516,0.01396626,0.01732968,0.03736482],"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":[0.0002549484,0.0006166961,0.02251897,0.0005322393,0.00006073809,0.001223113,0.05505167,0.0004560702,0.00351377,0.08535789,0.2854962,0.5449178],"study_design_scores_gemma":[0.00005411775,0.0001198501,0.006084545,0.0004219592,0.00001949155,0.0007611841,0.04232658,0.0005599719,0.0007575083,0.009078736,0.9397646,0.00005157101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1130769,0.03264756,0.2252205,0.2559284,0.005752958,0.005715487,0.004359428,0.004747135,0.3525516],"genre_scores_gemma":[0.3387247,0.007783267,0.4611436,0.008102569,0.0008430353,0.002377555,0.005396697,0.001390459,0.1742381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04345344,"threshold_uncertainty_score":0.2298065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04187789935894849,"score_gpt":0.2395894919711806,"score_spread":0.1977115926122321,"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."}}