{"id":"W4389967177","doi":"10.29173/iasl8736","title":"Expectations and Understandings of Critical Work in School Libraries","year":2023,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Oppression; Context (archaeology); School library; Sociology; Pedagogy; Public relations; Political science; Library science; Engineering; Politics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01782967,0.0003959277,0.0003072816,0.005023085,0.0113487,0.02301444,0.002064132,0.00317575,0.004930854],"category_scores_gemma":[0.05039467,0.0007173762,0.0004598561,0.001640673,0.02342116,0.01563847,0.006381916,0.005232462,0.001113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01278032,"about_ca_system_score_gemma":0.01443242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01651547,"about_ca_topic_score_gemma":0.01260845,"domain_scores_codex":[0.9792601,0.01314051,0.0009341638,0.001122446,0.002909302,0.002633428],"domain_scores_gemma":[0.9247531,0.03835636,0.01269513,0.003033065,0.008861886,0.01230051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009553946,0.0004063606,0.05702865,0.0001322442,0.000008555543,0.0003337183,0.8617817,0.0002631366,0.0004789239,0.06422333,0.001789438,0.01345837],"study_design_scores_gemma":[0.00001308487,0.00006950115,0.02164627,0.0003025541,0.000007516346,0.0002302933,0.9320715,0.0005984387,0.0005042593,0.02964116,0.01487431,0.00004110647],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9075842,0.001097813,0.003549176,0.01370495,0.00004156079,0.00007958736,0.00003630712,0.00005703517,0.07384935],"genre_scores_gemma":[0.9973015,0.0002274735,0.0002687826,0.0003838963,0.00001284488,0.00003292805,0.00001246649,0.00001331496,0.001746767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02301444,"threshold_uncertainty_score":0.09429342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06506640191123972,"score_gpt":0.333554734334188,"score_spread":0.2684883324229482,"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."}}