{"id":"W4290932415","doi":"10.1002/9781394163410.ch2","title":"The Landscape of Research Data Repositories in France","year":2022,"lang":"en","type":"other","venue":"","topic":"Research Data Management Practices","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadata; Interoperability; Typology; Directory; Data management plan; World Wide Web; Metadata repository; Order (exchange); Service provider; Service (business); Computer science; Library science; Business; Database; Geography; Data management","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":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.03998938,0.0005413623,0.0007225093,0.0185527,0.006791984,0.02737935,0.002862342,0.003230601,0.01023641],"category_scores_gemma":[0.05177372,0.0007575336,0.001289283,0.02614969,0.00557206,0.01757018,0.009212555,0.001861491,0.002186999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0215003,"about_ca_system_score_gemma":0.02039774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04580735,"about_ca_topic_score_gemma":0.02213406,"domain_scores_codex":[0.9569967,0.02185386,0.003301024,0.003513448,0.01108508,0.003249915],"domain_scores_gemma":[0.9301228,0.03175614,0.008752222,0.00852688,0.01640129,0.004440713],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002564277,0.0001146227,0.03613344,0.001007132,0.0001478549,0.001411166,0.01890525,0.002788724,0.001298674,0.6335874,0.04470979,0.2596394],"study_design_scores_gemma":[0.0000464038,0.00008803955,0.02182146,0.001348468,0.00003919763,0.00159292,0.01039912,0.001397064,0.0008430693,0.02751788,0.934768,0.000138302],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3805645,0.06674692,0.04751297,0.175167,0.0008951587,0.0006360288,0.01073324,0.004938504,0.3128057],"genre_scores_gemma":[0.8358731,0.02475897,0.05705562,0.009834724,0.000933983,0.0006052674,0.01111067,0.00156826,0.05825947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9726207,"threshold_uncertainty_score":0.2114866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1763051334421655,"score_gpt":0.4450840470018855,"score_spread":0.2687789135597201,"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."}}