{"id":"W2979862726","doi":"10.29173/iasl7401","title":"International Collaboration in School Library Education Programs","year":2019,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certificate; Curriculum; School library; Library science; Incentive; Medical education; Political science; Variety (cybernetics); Professional development; Sociology; Pedagogy; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002035877,0.000113861,0.0001051367,0.0002823986,0.00003846917,0.0009140088,0.0009669472,0.0000730322,0.0004776229],"category_scores_gemma":[0.0001645279,0.0001119806,0.00002373543,0.0007095307,0.00002924777,0.004553716,0.0002073479,0.0002138235,0.0005441883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000076262,"about_ca_system_score_gemma":0.002123944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000426691,"about_ca_topic_score_gemma":0.000007609855,"domain_scores_codex":[0.9986872,0.00001476523,0.0002185737,0.0003916405,0.0004269159,0.0002609199],"domain_scores_gemma":[0.9987977,0.00002503828,0.00008530877,0.0001271579,0.0007940043,0.0001707828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004937641,0.0004676427,0.6356453,0.00006453548,0.00001242676,0.000001238127,0.03274732,0.000001763325,0.0004565702,0.220758,0.01612082,0.09367498],"study_design_scores_gemma":[0.001447734,0.0008616843,0.2447381,0.000537589,0.000004714354,0.00004524274,0.07980215,0.02036768,0.002139524,0.08158998,0.5673736,0.001091959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9208914,0.0000596375,0.0003820658,0.01688174,0.0007392327,0.0005208974,0.000004844836,0.0001307536,0.06038943],"genre_scores_gemma":[0.9850611,0.00005151716,0.006079527,0.0004744027,0.0001885107,0.0001281845,0.00004292089,0.00000795608,0.007965872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5512528,"threshold_uncertainty_score":0.8813808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0222175304369946,"score_gpt":0.3309219860144882,"score_spread":0.3087044555774936,"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."}}