{"id":"W3140330711","doi":"10.29173/iasl7841","title":"Makerspaces@your School Library","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School library; Globe; Resource (disambiguation); Decision maker; Sociology; Mathematics education; Pedagogy; Public relations; Library science; Engineering; Computer science; Political science; Psychology","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":[],"category_scores_codex":[0.0002622052,0.0002250992,0.0002242326,0.0001120049,0.0002600094,0.001856597,0.0009940432,0.0001249583,0.0001630104],"category_scores_gemma":[0.0003845451,0.0002193452,0.00009152168,0.0006386684,0.00005691161,0.002531653,0.0006492418,0.0006442965,0.000292987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002271299,"about_ca_system_score_gemma":0.000390052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001347553,"about_ca_topic_score_gemma":6.786189e-7,"domain_scores_codex":[0.9981714,0.00003402037,0.0002247149,0.0006773979,0.0003693679,0.000523138],"domain_scores_gemma":[0.998919,0.00003861531,0.0001222437,0.0002073877,0.0003958965,0.0003168999],"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":[0.00003176544,0.0003108879,0.06225819,0.0002204434,0.0001063781,0.0002950615,0.2224382,0.00001015224,0.00154994,0.1144527,0.05717738,0.5411489],"study_design_scores_gemma":[0.0007529785,0.0002733945,0.02519027,0.0003281243,0.00002305066,0.0003911436,0.04091895,0.003758732,0.003819685,0.004745358,0.9187,0.001098292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7883048,0.001381971,0.1354689,0.04213799,0.0009237368,0.0003704196,0.00001233633,0.005079554,0.02632035],"genre_scores_gemma":[0.8950277,0.00002673857,0.09203086,0.0009730266,0.0001881846,0.00001714124,0.000004037933,0.00002178404,0.01171051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8615226,"threshold_uncertainty_score":0.9991795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153443703642715,"score_gpt":0.2534322612226428,"score_spread":0.2318978241862156,"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."}}