{"id":"W6990290706","doi":"","title":"Data, information, knowledge.","year":2019,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Focus (optics); Expression (computer science); Production (economics); Natural (archaeology); Context (archaeology)","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":[0.007751469,0.001459909,0.001789773,0.008112238,0.003681892,0.02710376,0.002145608,0.006676463,0.05565292],"category_scores_gemma":[0.01748729,0.0007341016,0.000543493,0.01601585,0.02101957,0.02876378,0.008179635,0.004685076,0.02749549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006778343,"about_ca_system_score_gemma":0.007140632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007512842,"about_ca_topic_score_gemma":0.008075215,"domain_scores_codex":[0.9892994,0.005181203,0.0009683514,0.001394611,0.002765393,0.000390999],"domain_scores_gemma":[0.9872851,0.007631355,0.0008747118,0.001684817,0.001673486,0.0008505447],"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":[0.00002733336,0.00001681026,0.0003235651,0.001903797,0.00001990075,0.0001724804,0.002941093,0.0001188204,0.0002233908,0.6973099,0.1496084,0.1473346],"study_design_scores_gemma":[0.000006545931,0.0000105547,0.0002650931,0.001150637,0.00001062918,0.0004304882,0.001823585,0.0001523826,0.00006158526,0.2101864,0.7858899,0.00001212445],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001481205,0.2511404,0.03453989,0.08424651,0.01191904,0.0002594485,0.001730567,0.001298129,0.6133848],"genre_scores_gemma":[0.1269252,0.2900702,0.07057671,0.04888394,0.01919237,0.001363232,0.002989361,0.001673662,0.4383253],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05565292,"threshold_uncertainty_score":0.1861776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06330794210556487,"score_gpt":0.2821352319417371,"score_spread":0.2188272898361723,"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."}}