{"id":"W2515401572","doi":"","title":"The Informationally Underserved: Not Always Diverse, but Always a Social Justice Advocacy Model","year":2015,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Library Science and Administration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School library; Context (archaeology); Information literacy; Sociology; Economic Justice; Test (biology); Public relations; Psychology; Pedagogy; Library science; Political science; Law; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001003713,0.0001881763,0.0001607803,0.00009109153,0.003642818,0.001995924,0.00102964,0.0001235766,0.0001658789],"category_scores_gemma":[0.001099525,0.0001505494,0.00010702,0.0007006833,0.0008574901,0.0096907,0.000226674,0.0002938505,0.0004727054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001101019,"about_ca_system_score_gemma":0.0054137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002621747,"about_ca_topic_score_gemma":0.0006940293,"domain_scores_codex":[0.9973836,0.0001896234,0.0004066508,0.0002604458,0.00115019,0.0006095197],"domain_scores_gemma":[0.9985162,0.0003465478,0.0002185849,0.0002490686,0.0001708239,0.0004987851],"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":[0.0001000851,0.00002407516,0.001019297,0.000007456896,0.00001582288,0.000003270945,0.0120513,0.0005500928,0.00001237684,0.737668,0.2473914,0.001156871],"study_design_scores_gemma":[0.000897371,0.00007035179,0.004108973,0.00002068522,0.00006783437,0.000001716307,0.1472925,0.006233304,0.0001789283,0.203959,0.6366038,0.0005655921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04690997,0.0001797625,0.002728842,0.1323918,0.002038585,0.0007620257,0.00007591024,0.0006316801,0.8142814],"genre_scores_gemma":[0.9405679,0.00006805336,0.00287759,0.009430445,0.001418683,0.00003819655,0.00006756913,0.00001930767,0.04551224],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8936579,"threshold_uncertainty_score":0.9990401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07860882208978957,"score_gpt":0.300456226271634,"score_spread":0.2218474041818445,"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."}}