{"id":"W3179684070","doi":"10.24908/pceea.vi0.14888","title":"LEARNING ELECTRONICS THROUGH STORYTELLING","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"University of Prince Edward Island","keywords":"Storytelling; Creativity; Science and engineering; Mathematics education; Computer science; Electronics; Multimedia; Engineering; Psychology; Engineering ethics; Narrative; Electrical engineering; Art","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005790395,0.000128299,0.0001652167,0.0001138287,0.0006757513,0.00005180439,0.000191931,0.0002183966,0.0001010491],"category_scores_gemma":[0.002706767,0.0001344696,0.00008575786,0.0005929917,0.00001108877,0.0002723577,0.00002461011,0.000729176,0.00006311863],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004860182,"about_ca_system_score_gemma":0.004868553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004115112,"about_ca_topic_score_gemma":0.006011358,"domain_scores_codex":[0.9986356,0.00002495532,0.0003518678,0.0002039507,0.0002986139,0.0004849569],"domain_scores_gemma":[0.9979583,0.0001503502,0.0004280877,0.00009803095,0.001206404,0.0001588306],"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":[0.000009931083,0.0002878637,0.6245085,0.00161834,0.0003466742,3.019584e-7,0.04422547,0.006162599,0.008494468,0.1430476,0.1613355,0.009962771],"study_design_scores_gemma":[0.0001666967,0.00001681372,0.03729073,0.0003996004,0.00005410181,0.000001904306,0.005453189,0.0006221609,0.002010752,0.001138532,0.9525695,0.000276011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8598685,0.001190374,0.00007923888,0.01079808,0.007629772,0.0005446927,0.00001265995,0.0002298403,0.1196468],"genre_scores_gemma":[0.9584659,0.00009318701,0.0009933078,0.0006139994,0.000562241,0.00006302146,0.00002526892,0.00004456453,0.0391385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.791234,"threshold_uncertainty_score":0.99896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145931655725735,"score_gpt":0.2831746594433492,"score_spread":0.2685814938707757,"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."}}