{"id":"W3201646923","doi":"10.18438/eblip29955","title":"Academic Libraries Report Minimal Standardization and Oversight of LibGuide Content","year":2021,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Standardization; Psychology; Computer science; Institution; Medical education; Space (punctuation); World Wide Web; Public relations; Sociology; Medicine; Political science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003608739,0.0001191406,0.0001615696,0.0001260128,0.0001228957,0.000665878,0.0002696947,0.00009205106,0.00007681059],"category_scores_gemma":[0.0009492829,0.0001103792,0.00003015083,0.0005043003,0.00006643646,0.3975716,0.0003564213,0.0001716687,0.000004121194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003557961,"about_ca_system_score_gemma":0.0005023604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002761871,"about_ca_topic_score_gemma":1.373409e-8,"domain_scores_codex":[0.998589,0.0001867654,0.0005686918,0.0002052894,0.000319237,0.00013097],"domain_scores_gemma":[0.9977713,0.001140523,0.0005456315,0.0003169197,0.0001118367,0.0001137405],"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":[0.0002401064,0.00002692177,0.006173308,0.0003337384,0.00003025385,0.00007313109,0.0009411746,0.00007443116,0.0005615323,0.9798707,0.003283716,0.008391023],"study_design_scores_gemma":[0.0005346448,0.0001795233,0.03091223,0.0004853446,0.00003364035,0.0003680319,0.001056059,0.01235714,0.06874548,0.0009980121,0.8840688,0.0002610607],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08847965,0.02273527,0.4222172,0.4331756,0.0009354741,0.0007818134,0.00006477544,0.0007143969,0.03089577],"genre_scores_gemma":[0.4899879,0.01406067,0.3422436,0.151703,0.0002234804,0.00002877034,0.0002828669,0.00002504842,0.001444576],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9788727,"threshold_uncertainty_score":0.6421077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236417578452512,"score_gpt":0.2487352399957653,"score_spread":0.2263710642112402,"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."}}