{"id":"W4389977513","doi":"10.21810/sfuer.v15i1.6175","title":"A Novel Pedagogical Tool For Childhood Education In STEM And STEAM Towards Achieving Sustainable Development Goals In Africa","year":2023,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Early childhood; Early childhood education; Quality (philosophy); Engineering ethics; Engineering; Political science; Pedagogy; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002045976,0.000343176,0.0003576737,0.001783551,0.0008003208,0.00233511,0.0005683066,0.0009024724,0.001997405],"category_scores_gemma":[0.003104603,0.0001521747,0.0003049768,0.001173947,0.001162808,0.001777247,0.001415298,0.0008965066,0.0002713918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456257,"about_ca_system_score_gemma":0.003798899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002018122,"about_ca_topic_score_gemma":0.006271332,"domain_scores_codex":[0.9989955,0.0006286309,0.0000868482,0.00005870315,0.0001594328,0.00007086356],"domain_scores_gemma":[0.9985278,0.001057477,0.0001445174,0.00003059169,0.0001763386,0.0000633149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007127189,0.0001546181,0.001061448,0.02475139,0.00004090552,0.001141476,0.012935,0.0002784811,0.003467379,0.06538045,0.01003931,0.8806782],"study_design_scores_gemma":[0.00002691526,0.0003069438,0.003741178,0.02823951,0.0001633286,0.002515997,0.01175725,0.0002239974,0.002099279,0.004311563,0.9465899,0.00002407708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03672314,0.8777188,0.01256659,0.01537066,0.002399773,0.0005901055,0.00006537598,0.00006000106,0.05450554],"genre_scores_gemma":[0.2388573,0.7204146,0.02449273,0.002635141,0.000436702,0.0004356696,0.00004251856,0.00002641765,0.01265891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00233511,"threshold_uncertainty_score":0.01082027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05766471234236654,"score_gpt":0.3562653368469693,"score_spread":0.2986006245046028,"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."}}