{"id":"W298683589","doi":"10.26443/el.v21i3.117","title":"EDUCATION LIBRARIES - An International Perspective","year":2017,"lang":"en","type":"article","venue":"Education Libraries","topic":"Library Science and Administration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Perspective (graphical); Library science; Political science; Sociology; Computer science","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":[0.008868899,0.0007030613,0.0006845526,0.006187856,0.009113908,0.04070182,0.001153459,0.006660903,0.02145922],"category_scores_gemma":[0.00804928,0.0004363573,0.0004685777,0.01232646,0.01038669,0.03232864,0.009357101,0.008688598,0.004911596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01264396,"about_ca_system_score_gemma":0.01911215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007008131,"about_ca_topic_score_gemma":0.01311833,"domain_scores_codex":[0.9916925,0.004573439,0.0004717767,0.0005516749,0.001141916,0.001568684],"domain_scores_gemma":[0.988394,0.004802388,0.0008818175,0.0004692793,0.002245225,0.003207279],"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":[0.00002828916,0.00009851097,0.0008102276,0.0004487741,0.00001112181,0.0002666911,0.009649612,0.0001707425,0.0001078146,0.8621725,0.07846097,0.04777477],"study_design_scores_gemma":[0.000004309409,0.00002284345,0.000619086,0.0007960313,0.00000656894,0.0001516512,0.01443495,0.00003552999,0.00008698247,0.01788158,0.9659491,0.00001137237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.004327639,0.1119687,0.001870033,0.353752,0.00359316,0.0000213551,0.0001521146,0.0001283686,0.5241867],"genre_scores_gemma":[0.3374903,0.2496516,0.004351493,0.1742524,0.01627092,0.0001322415,0.0002846006,0.0002971677,0.2172694],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04070182,"threshold_uncertainty_score":0.09173882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04388307416102707,"score_gpt":0.3817584450134279,"score_spread":0.3378753708524008,"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."}}