{"id":"W4243153949","doi":"10.32920/ryerson.14641050.v1","title":"The strongest link: libraries and linked data","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Link (geometry); Computer science; Computer network","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"],"consensus_categories":[],"category_scores_codex":[0.008171178,0.001271775,0.002286308,0.009948111,0.006795594,0.02068381,0.003055499,0.008747969,0.01489876],"category_scores_gemma":[0.05522757,0.002100389,0.001595213,0.01810279,0.01010816,0.06794288,0.01279779,0.009643466,0.004161236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003182099,"about_ca_system_score_gemma":0.003704765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005375854,"about_ca_topic_score_gemma":0.004716928,"domain_scores_codex":[0.9898364,0.003760522,0.0006539324,0.001670317,0.003581278,0.0004976481],"domain_scores_gemma":[0.9593506,0.02518559,0.002112209,0.006159064,0.004870687,0.002321829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004222575,0.00003978699,0.0006485208,0.0002947879,0.00005492438,0.0001383347,0.0006362044,0.000774254,0.0001795323,0.9225488,0.02858466,0.04605795],"study_design_scores_gemma":[0.000008544899,0.000004224818,0.0001052821,0.0001162022,0.00003675478,0.000111302,0.000145492,0.001692764,0.0002337378,0.9670215,0.03050614,0.00001793324],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01604988,0.04284413,0.7712504,0.07902294,0.0041675,0.0001248498,0.001207397,0.002145305,0.0831877],"genre_scores_gemma":[0.4520935,0.05791117,0.3794214,0.01488889,0.01631449,0.0005591021,0.005037061,0.002843901,0.07093062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9793162,"threshold_uncertainty_score":0.04984128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08090991699656903,"score_gpt":0.2848775912802155,"score_spread":0.2039676742836465,"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."}}