{"id":"W2889522933","doi":"10.5539/res.v10n4p33","title":"A Universal Digital Library Based on Unimpeded Access (and Some Proposals Based on Information Ethics)","year":2018,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Utopia; Commodity; Set (abstract data type); Universal design; Computer science; Ideal (ethics); Digital library; The Imaginary; Internet privacy; World Wide Web; Knowledge management; Computer security; Data science; Business; Law; Political science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["open_science","scholarly_communication"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.01490073,0.0004502531,0.0007560786,0.003812567,0.003497741,0.01550481,0.002117915,0.01244945,0.005979899],"category_scores_gemma":[0.02117361,0.0005199569,0.00129108,0.004333691,0.05423028,0.03567265,0.008591954,0.007836716,0.001908666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009651052,"about_ca_system_score_gemma":0.01178207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003175305,"about_ca_topic_score_gemma":0.002062883,"domain_scores_codex":[0.9783432,0.01134032,0.001192236,0.002712997,0.005164565,0.001246604],"domain_scores_gemma":[0.9843575,0.009054813,0.001318708,0.0030783,0.0015806,0.0006100626],"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":[0.000004048674,0.000006042019,0.00005455108,0.0001358935,0.000002896964,0.00001644899,0.0002897248,0.00005138082,0.00002052926,0.990077,0.00146957,0.007872057],"study_design_scores_gemma":[0.00001506681,0.00005002847,0.0005759463,0.001330429,0.00001988382,0.000389102,0.001061145,0.0002452931,0.0003570134,0.6510373,0.3448758,0.00004297799],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01208104,0.1745807,0.07974211,0.2255237,0.003136252,0.0002112353,0.0001720235,0.0002475647,0.5043054],"genre_scores_gemma":[0.6388766,0.1390571,0.04008017,0.1004903,0.004759401,0.0009015581,0.0002079743,0.0002383405,0.07538863],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9978821,"threshold_uncertainty_score":0.07880354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07543377302822572,"score_gpt":0.3629529274092512,"score_spread":0.2875191543810254,"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."}}