{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002370953,0.00005536787,0.00005271217,0.00004925848,0.0005100725,0.0005901833,0.0003404771,0.00001749782,0.000006358101],"category_scores_gemma":[0.00004705226,0.00004767569,0.00001599425,0.0003611646,0.0001081479,0.0006549778,0.00008491449,0.00008538865,0.0000198795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005799252,"about_ca_system_score_gemma":0.00007298164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006650006,"about_ca_topic_score_gemma":0.000001589425,"domain_scores_codex":[0.9993021,0.00005501006,0.00007431112,0.0002612409,0.0001740306,0.0001332756],"domain_scores_gemma":[0.9997917,0.00002186867,0.00005010611,0.00006050096,0.00002347381,0.00005232692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[2.844708e-7,0.00001915167,0.05266996,0.000005233303,0.000001700916,1.364764e-7,0.1123002,6.085142e-7,0.00001647254,0.02154657,0.0006357798,0.8128039],"study_design_scores_gemma":[0.0001424569,0.00016258,0.793433,0.00003921546,0.00000646936,0.00003797457,0.004038157,0.002691693,0.00005855543,0.0007227554,0.1982767,0.000390474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.839227,0.001868478,0.02887368,0.126858,0.001288643,0.0002295441,9.230617e-7,0.0004432362,0.001210564],"genre_scores_gemma":[0.9743575,0.000004806956,0.02334172,0.001838889,0.000336387,0.00001142723,0.000001093805,0.000001912746,0.0001062655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8124134,"threshold_uncertainty_score":0.5691151,"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."}}