{"id":"W2751414389","doi":"10.26443/el.v27i1.198","title":"RESOURCES ON THE NET: Visual Aspects of Education Libraries","year":2017,"lang":"en","type":"article","venue":"Education Libraries","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Net (polyhedron); The Internet; Library science; World Wide Web; Computer science; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002303212,0.0001499326,0.0001438732,0.0001443135,0.001211402,0.002161483,0.001732576,0.00006151802,0.0003484584],"category_scores_gemma":[0.0006947885,0.000114626,0.00005615329,0.0002234214,0.0002795522,0.003471942,0.0002781976,0.0002036583,0.00009223779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000210421,"about_ca_system_score_gemma":0.002184641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009044191,"about_ca_topic_score_gemma":0.000003964092,"domain_scores_codex":[0.9988387,0.0001403671,0.0002527991,0.0003058478,0.0002731665,0.0001890838],"domain_scores_gemma":[0.9980355,0.0002888099,0.0004500307,0.001010224,0.0001190061,0.00009643719],"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":[0.000006924634,0.0002659877,0.002727136,0.00001190907,0.000009840359,6.123777e-8,0.008527285,0.000006978804,0.00005364253,0.9151505,0.05042621,0.02281355],"study_design_scores_gemma":[0.0001583102,0.0002117517,0.21927,0.000198058,0.00001354294,0.000006148405,0.02663721,0.0003646872,0.01627612,0.1396741,0.5967885,0.0004015913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.260996,0.00057411,0.0007249225,0.1046062,0.006051593,0.0004133632,0.000002271878,0.0002009165,0.6264306],"genre_scores_gemma":[0.9821181,0.00001601901,0.003094301,0.001986261,0.000633207,0.00005868854,0.00001013486,0.00001439425,0.01206888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7754764,"threshold_uncertainty_score":0.9988744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02140450736229655,"score_gpt":0.2835972013260176,"score_spread":0.262192693963721,"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."}}