{"id":"W4400471227","doi":"10.3384/ecp210006","title":"The SSH Open Marketplace and CLARIN","year":2024,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"","keywords":"Serendipity; Workflow; Computer science; World Wide Web; Resource (disambiguation); Data science; Open source; Open science; Open research; Knowledge management; Software; Database","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.02094257,0.0007546548,0.001197018,0.008707885,0.004811933,0.01911315,0.003109375,0.005411166,0.06312133],"category_scores_gemma":[0.03583597,0.001287639,0.0009314882,0.008997432,0.005605779,0.03988011,0.01635049,0.003203852,0.01885935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004365981,"about_ca_system_score_gemma":0.007310899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006340387,"about_ca_topic_score_gemma":0.008052913,"domain_scores_codex":[0.9816685,0.006796859,0.002069667,0.001636585,0.006459956,0.001368313],"domain_scores_gemma":[0.9501968,0.01903821,0.00343672,0.0181517,0.004620976,0.00455574],"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":[0.0006119913,0.0002440679,0.002574524,0.001202916,0.00002977618,0.001020053,0.008562743,0.0008828897,0.003187076,0.6490092,0.144235,0.1884397],"study_design_scores_gemma":[0.00003525434,0.00006028131,0.0009188405,0.0003243191,0.000006762942,0.0003617654,0.001366553,0.001183339,0.001126126,0.03988929,0.9546621,0.00006543867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03665978,0.004154305,0.2250849,0.02624159,0.002765712,0.001325456,0.009816537,0.03562606,0.6583257],"genre_scores_gemma":[0.2524389,0.003565839,0.3246969,0.008317512,0.002092476,0.00186386,0.03571354,0.01504425,0.3562668],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9968906,"threshold_uncertainty_score":0.2111619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05308376761307825,"score_gpt":0.3454764151625328,"score_spread":0.2923926475494545,"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."}}