{"id":"W2294230343","doi":"","title":"One process to rule them all? The role of a repository platform in the management of digitized cultural heritage at the National Library of Finland","year":2013,"lang":"en","type":"article","venue":"Doria (University of Helsinki)","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Cultural heritage; Library science; National library; World Wide Web; Business; Political science; Computer science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.06542922,0.0009653427,0.00118649,0.003359256,0.01692767,0.05343616,0.005565271,0.01213257,0.01373056],"category_scores_gemma":[0.08910303,0.001216352,0.001309784,0.003669942,0.02741578,0.07578734,0.02340166,0.01402483,0.007805649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004852478,"about_ca_system_score_gemma":0.03650002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01359009,"about_ca_topic_score_gemma":0.01427071,"domain_scores_codex":[0.9598497,0.01770601,0.002914295,0.004878213,0.01082594,0.00382594],"domain_scores_gemma":[0.9301763,0.02538639,0.006105488,0.01190431,0.01621235,0.01021515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002070189,0.0005004931,0.01533954,0.0007178038,0.000161066,0.001769931,0.0568664,0.001293685,0.001849062,0.5591379,0.07978098,0.2823761],"study_design_scores_gemma":[0.00008124769,0.0002353477,0.00594095,0.002903919,0.0001634767,0.001111346,0.1015969,0.002454391,0.003116383,0.3436326,0.538358,0.0004053874],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08126353,0.009964203,0.1617674,0.4796059,0.005455294,0.001107182,0.0003839729,0.001969368,0.2584833],"genre_scores_gemma":[0.7664593,0.005444589,0.1009224,0.02684282,0.00138258,0.0006836936,0.0003571234,0.001401999,0.09650541],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9465638,"threshold_uncertainty_score":0.3460269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03560045416338299,"score_gpt":0.206050233248883,"score_spread":0.1704497790855,"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."}}