{"id":"W4220804956","doi":"10.18438/eblip30004","title":"Transforming Academic Libraries into Information Commons: A Proposed Model","year":2022,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Perception; Computer science; Space (punctuation); Information literacy; Academic library; Medical education; Library classification; World Wide Web; Psychology; Knowledge management; Library science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002173856,0.0007999479,0.0003698529,0.003480081,0.00303547,0.01044584,0.002746982,0.002963157,0.01548896],"category_scores_gemma":[0.004124669,0.0005968408,0.001505512,0.003716685,0.007225625,0.01478861,0.004579571,0.001622459,0.002898171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005663774,"about_ca_system_score_gemma":0.007131345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009431268,"about_ca_topic_score_gemma":0.005453352,"domain_scores_codex":[0.9981446,0.0007445365,0.00008685619,0.0003208797,0.0004019393,0.0003011489],"domain_scores_gemma":[0.9965095,0.001386938,0.0003639442,0.0002825486,0.0007124319,0.0007446415],"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":[0.00005719145,0.0002331826,0.006534781,0.0001904713,0.0000324897,0.0003886223,0.004815019,0.01031641,0.0004295655,0.9542011,0.004006758,0.0187945],"study_design_scores_gemma":[0.000126389,0.0003042016,0.005852769,0.000686697,0.0001283411,0.001190391,0.02017448,0.1420242,0.0009268495,0.7273571,0.1011176,0.0001110762],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1238205,0.001151609,0.2696884,0.02956415,0.000362696,0.001126411,0.0008498297,0.001215175,0.5722214],"genre_scores_gemma":[0.8860426,0.001053608,0.08372813,0.0008426129,0.0001245729,0.0006983315,0.0004361946,0.0001172372,0.0269567],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01548896,"threshold_uncertainty_score":0.05181569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198327571202265,"score_gpt":0.2909627097692694,"score_spread":0.2689794340572468,"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."}}