{"id":"W3089121849","doi":"10.3390/educsci10100265","title":"Young Children, Maker Literacies and Social Change","year":2020,"lang":"en","type":"article","venue":"Education Sciences","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; Memorial University of Newfoundland","funders":"","keywords":"Social media; Everyday life; Sociology; Pedagogy; Mathematics education; Psychology; Multimedia; Computer science; World Wide Web; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003027068,0.0003863782,0.0005584799,0.002640948,0.006969658,0.01168743,0.0007173838,0.001651742,0.008735862],"category_scores_gemma":[0.004810145,0.0003131611,0.0002780421,0.001148252,0.01513076,0.006577957,0.008160983,0.002698875,0.0008243643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003310525,"about_ca_system_score_gemma":0.001843454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004095463,"about_ca_topic_score_gemma":0.005396816,"domain_scores_codex":[0.9982055,0.0005540999,0.00009415212,0.0002496469,0.0002478975,0.0006487045],"domain_scores_gemma":[0.9973174,0.0008185584,0.0005397913,0.0001876905,0.0002264123,0.0009102907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006699478,0.000220952,0.02368437,0.0002684897,0.00002587923,0.002381098,0.6765901,0.00009838019,0.001068601,0.2388038,0.005757274,0.05103407],"study_design_scores_gemma":[0.00004228217,0.0001448899,0.02968108,0.0006034875,0.00003538421,0.002676362,0.4058443,0.0000937477,0.000942436,0.1251397,0.4347298,0.00006663824],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6952729,0.01166266,0.001821168,0.01783923,0.0004676689,0.0001573728,0.0002607753,0.0001627606,0.2723555],"genre_scores_gemma":[0.9832262,0.003022131,0.0005820726,0.0007238134,0.00005064517,0.00006657441,0.00005656448,0.00003239106,0.01223956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01168743,"threshold_uncertainty_score":0.0292244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.076842106376566,"score_gpt":0.3233564972716114,"score_spread":0.2465143908950454,"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."}}