{"id":"W4310102525","doi":"10.29173/iasl8538","title":"School Library eBook Providers and Spanish Language Equity","year":2022,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School library; Equity (law); Library science; Spanish language; Political science; Business; World Wide Web; Computer science; Linguistics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000482386,0.00009740685,0.0001074124,0.00006391353,0.001016677,0.0005988958,0.0003390994,0.00004241578,0.002339893],"category_scores_gemma":[0.0003040235,0.0001012441,0.00002776563,0.0001913644,0.0002332065,0.001816237,0.0004403429,0.0003323573,0.00003167099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000494675,"about_ca_system_score_gemma":0.0007948309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002384832,"about_ca_topic_score_gemma":0.00008081901,"domain_scores_codex":[0.9988738,0.00004477284,0.0001339125,0.0002271579,0.0004170077,0.0003033767],"domain_scores_gemma":[0.9994049,0.00009538464,0.0001190343,0.00004803155,0.0001215374,0.0002111172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003597951,0.00005963018,0.0189699,0.00004221269,0.00001470445,0.000002512969,0.8163219,1.903004e-7,0.0001153858,0.08192352,0.0769856,0.005528476],"study_design_scores_gemma":[0.0000784687,0.0000612449,0.00285558,0.000008362152,0.000009064752,0.000004210287,0.5757383,0.000007114343,0.00003824198,0.006484285,0.4145859,0.0001292045],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7778032,0.000318294,0.000001258311,0.02952995,0.0001954991,0.0002720874,0.00004568136,0.0001403921,0.1916936],"genre_scores_gemma":[0.971558,0.000123559,0.0001318362,0.002490559,0.0004259522,0.00007385007,0.000006784484,0.00001075578,0.02517872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3376004,"threshold_uncertainty_score":0.9985721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03716787081872353,"score_gpt":0.3482066987006801,"score_spread":0.3110388278819565,"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."}}