{"id":"W3140937348","doi":"10.29173/iasl8044","title":"School Librarians' Experiences of Looking at Student Learning","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":"Curriculum; Relation (database); School library; Pedagogy; Psychology; Mathematics education; Computer science; Library 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":[0.008824516,0.0004526687,0.00122635,0.003900613,0.009777013,0.009775236,0.001829036,0.003385789,0.004245385],"category_scores_gemma":[0.03366908,0.0008655583,0.0008716787,0.003286738,0.006413792,0.005004706,0.01064268,0.004206216,0.001568942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002421603,"about_ca_system_score_gemma":0.002410262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003003538,"about_ca_topic_score_gemma":0.00536367,"domain_scores_codex":[0.9832389,0.01171683,0.0009646448,0.0007043573,0.001772715,0.001602507],"domain_scores_gemma":[0.9652848,0.01962945,0.004959089,0.001895454,0.002826822,0.005404379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001154695,0.0002563106,0.03263695,0.0001219294,0.00002315411,0.001040873,0.9481705,0.00003039412,0.0006573019,0.000523533,0.001508335,0.01491523],"study_design_scores_gemma":[0.00001661866,0.0003661887,0.01539002,0.00009928003,0.00003337357,0.001216697,0.9578322,0.00008187249,0.0008288558,0.0003635733,0.02372324,0.00004816034],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926642,0.0005441584,0.0005047485,0.001192352,0.00002851357,0.0000256826,0.00003073077,0.000080201,0.004929428],"genre_scores_gemma":[0.9952925,0.000455128,0.0004831595,0.0006699851,0.00002910493,0.00002749599,0.00004577268,0.00002867924,0.002968218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009777013,"threshold_uncertainty_score":0.04666907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725518612422983,"score_gpt":0.290497602867023,"score_spread":0.2732424167427932,"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."}}