{"id":"W4220990419","doi":"10.5281/zenodo.5872645","title":"FAIR Digital Object Demonstrators 2021","year":2022,"lang":"en","type":"report","venue":"ORCA Online Research @Cardiff (Cardiff University)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"","keywords":"Object (grammar); Computer science; Artificial intelligence","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.02541464,0.0005052109,0.0003441098,0.001750358,0.004140848,0.01103214,0.002597599,0.003935972,0.07922617],"category_scores_gemma":[0.02383894,0.0005988035,0.0005700184,0.001572789,0.00362565,0.01070547,0.008948744,0.002907591,0.02168232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0034682,"about_ca_system_score_gemma":0.004756373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004210151,"about_ca_topic_score_gemma":0.004774006,"domain_scores_codex":[0.9845039,0.004288676,0.0005672883,0.001602205,0.007494421,0.001543572],"domain_scores_gemma":[0.9811523,0.004464031,0.0006254007,0.00663469,0.004303962,0.002819599],"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":[0.0003683136,0.0006411814,0.00380684,0.0003272371,0.00001934895,0.0006332368,0.004921172,0.0009995999,0.005560752,0.5272769,0.2368324,0.218613],"study_design_scores_gemma":[0.00003727793,0.0002164799,0.001192819,0.00007060567,0.000004029258,0.0001653838,0.0008482019,0.000639033,0.003966847,0.01279515,0.9800395,0.00002457718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03890942,0.001418062,0.08349609,0.0146292,0.002647693,0.001642245,0.00267816,0.006233777,0.8483454],"genre_scores_gemma":[0.2413214,0.0009563065,0.07777991,0.00248555,0.0005771777,0.001318046,0.006139595,0.002029801,0.6673923],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9974024,"threshold_uncertainty_score":0.265038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1794433472027184,"score_gpt":0.3935086302532678,"score_spread":0.2140652830505494,"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."}}