{"id":"W3143117948","doi":"10.29173/iasl8126","title":"Evaluating your Collection to Facilitate Literacy","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":"Literacy; Data collection; Information literacy; Collection development; Computer science; Mathematics education; Library science; World Wide Web; Sociology; Pedagogy; Psychology; Social 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":[0.0788308,0.0009517178,0.001455612,0.00551091,0.004749548,0.01672499,0.001841633,0.002169903,0.01504325],"category_scores_gemma":[0.2871817,0.0003844606,0.001361493,0.004679044,0.003040433,0.01679105,0.007137032,0.002174678,0.005236134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006336732,"about_ca_system_score_gemma":0.01195283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005142182,"about_ca_topic_score_gemma":0.007484271,"domain_scores_codex":[0.9113113,0.05873141,0.005432867,0.001204733,0.02107601,0.002243697],"domain_scores_gemma":[0.7705546,0.07559761,0.01513653,0.0121079,0.1139093,0.01269413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009171069,0.001411745,0.02970156,0.003489928,0.0003761406,0.0002672076,0.02070607,0.0008719031,0.002414216,0.02319076,0.112585,0.8040684],"study_design_scores_gemma":[0.0005131623,0.006449505,0.08803073,0.01292027,0.001338522,0.0006391733,0.06297446,0.004015407,0.02584962,0.03524625,0.7610309,0.000991985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3703325,0.01430681,0.04332785,0.09883107,0.005283856,0.00491366,0.001911589,0.003310044,0.4577826],"genre_scores_gemma":[0.7963397,0.009039222,0.1285168,0.01432069,0.00196177,0.003096069,0.002327163,0.001342651,0.04305599],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0788308,"threshold_uncertainty_score":0.4169021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1421240619659867,"score_gpt":0.3883702860611042,"score_spread":0.2462462240951175,"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."}}