{"id":"W2799691841","doi":"10.29173/iasl7905","title":"Library Practice Patterns in Community High Schools Project","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School library; Vocational education; Government (linguistics); Point (geometry); Vocational school; Sociology; Local government; Local community; Public relations; Pedagogy; Political science; Business; Medical education; Library science; Computer science; Public administration; 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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0009634958,0.0001424927,0.0001841317,0.0001599349,0.0005931204,0.00146406,0.0006842941,0.0001267729,0.0006754666],"category_scores_gemma":[0.001642797,0.000138459,0.00004342762,0.001202797,0.0001508124,0.05063325,0.0002713038,0.0007364479,0.0001211216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004207213,"about_ca_system_score_gemma":0.001420585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003024148,"about_ca_topic_score_gemma":0.00004858465,"domain_scores_codex":[0.9982213,0.0002141996,0.0003743451,0.0002258652,0.0005186829,0.000445636],"domain_scores_gemma":[0.9986841,0.0001837579,0.0001848774,0.0001376868,0.0006550644,0.0001544764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003777407,0.0002141693,0.09691633,0.00007548642,0.000009162837,0.00001674621,0.7789097,3.884214e-7,0.00002581012,0.09884886,0.01932982,0.005615733],"study_design_scores_gemma":[0.0002485605,0.0000684351,0.02372688,0.0001589445,0.000004311244,0.000008327269,0.714236,0.00003444348,0.0003709845,0.003823359,0.2570909,0.0002289069],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8852068,0.00003107448,0.00002604129,0.02475735,0.0001841259,0.0002763249,0.00005204304,0.0001821428,0.08928408],"genre_scores_gemma":[0.9854773,0.0002178884,0.001499316,0.008286454,0.0001579934,0.00003297495,0.00004478438,0.000008774136,0.004274498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2377611,"threshold_uncertainty_score":0.9995725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03245737326910644,"score_gpt":0.3188948980725771,"score_spread":0.2864375248034706,"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."}}