{"id":"W4251426841","doi":"10.32920/ryerson.14668911.v1","title":"Linked Data Tools","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Semantic Web; Semantic technology; Social Semantic Web; Linked data; The Internet; Semantic Web Stack; World Wide Web; Semantic analytics; Semantic grid; Data science; Data Web; State (computer science); Semantic computing; Web service; Programming language","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":[],"consensus_categories":[],"category_scores_codex":[0.01179755,0.002585707,0.002226852,0.01866788,0.003054285,0.01531568,0.007032723,0.004223127,0.06982962],"category_scores_gemma":[0.05117074,0.001897515,0.003634945,0.01746613,0.002031679,0.01397984,0.01250853,0.004699753,0.05671358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002401632,"about_ca_system_score_gemma":0.005909189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005135068,"about_ca_topic_score_gemma":0.004033137,"domain_scores_codex":[0.9875207,0.002867629,0.002069172,0.001641802,0.005263437,0.0006372018],"domain_scores_gemma":[0.9774246,0.009535245,0.001216202,0.006763693,0.004005199,0.001055008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002812114,0.0002096354,0.001340448,0.002316755,0.0003709471,0.0007654225,0.001105704,0.004147521,0.001843334,0.3836,0.3837429,0.2202762],"study_design_scores_gemma":[0.00006705862,0.00001816812,0.0002665576,0.0004570538,0.00005069962,0.0002969189,0.0001582099,0.004690049,0.002087544,0.1650988,0.8267357,0.00007339658],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001252937,0.003182775,0.6617368,0.004050836,0.001157579,0.001830232,0.07677168,0.1358342,0.114183],"genre_scores_gemma":[0.02651337,0.005855201,0.675729,0.00396015,0.0008657235,0.003362268,0.2160373,0.02261304,0.04506394],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06982962,"threshold_uncertainty_score":0.2336033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2035082777388375,"score_gpt":0.3342226389356254,"score_spread":0.1307143611967879,"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."}}