{"id":"W26770811","doi":"10.16995/dm.63","title":"VLMA: A tool for creating, annotating and sharing virtual museum collections","year":2008,"lang":"en","type":"article","venue":"Digital Medievalist","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"World Wide Web; Computer science; Reuse; XML; Construct (python library); Service (business); Focus (optics); Presentation (obstetrics); Multimedia; Library science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001398313,0.0001050933,0.0001230825,0.0000881501,0.0008524384,0.0007879988,0.000257133,0.00003198843,0.00000978855],"category_scores_gemma":[0.0009276336,0.0001057489,0.00004156827,0.0003506231,0.0000646174,0.001044099,0.0001641578,0.00009902311,0.00001370819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003670125,"about_ca_system_score_gemma":0.00008066605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002584975,"about_ca_topic_score_gemma":0.000006055469,"domain_scores_codex":[0.99909,0.00001172771,0.000194066,0.0003167977,0.000162178,0.0002252337],"domain_scores_gemma":[0.9993148,0.0002371666,0.00007509892,0.0001659914,0.0001052467,0.0001017311],"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":[0.0001669488,0.001567121,0.1785041,0.0003768832,0.0003652876,0.0001272144,0.1516369,0.001153354,0.002312574,0.3752659,0.1212532,0.1672705],"study_design_scores_gemma":[0.007088389,0.002944976,0.05433031,0.0005735733,0.00006999408,0.001688284,0.0302976,0.4029201,0.002054366,0.005347222,0.4892792,0.003405934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7012714,0.0000860974,0.0750806,0.002020238,0.001423108,0.0007465401,0.0000319784,0.000607639,0.2187324],"genre_scores_gemma":[0.9809858,0.000006168947,0.006619891,0.0002071072,0.0001509312,0.00005728781,0.0000158816,0.00001266447,0.01194429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4017667,"threshold_uncertainty_score":0.759869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520609944980371,"score_gpt":0.2706117727932509,"score_spread":0.2454056733434472,"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."}}