{"id":"W1853943385","doi":"10.24908/pceea.v0i0.5846","title":"DEVELOPING SYSTEMS THINKING SKILLS: A HIGH-SCHOOL COURSE ON ENGINEERING DESIGN","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Technion-Israel Institute of Technology","keywords":"Teamwork; Likert scale; Course (navigation); Critical thinking; Medical education; Mathematics education; Psychology; Engineering; Medicine; Management","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":[0.001839829,0.001371559,0.001031765,0.001042512,0.002537765,0.001910771,0.000984044,0.001202863,0.01199122],"category_scores_gemma":[0.00199077,0.0006673104,0.0006563347,0.0006962105,0.0008152424,0.0005621658,0.002293546,0.001680598,0.003446341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002195747,"about_ca_system_score_gemma":0.003508495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002087843,"about_ca_topic_score_gemma":0.007162751,"domain_scores_codex":[0.9991428,0.0001202713,0.00004266469,0.0001270251,0.0002103593,0.0003568886],"domain_scores_gemma":[0.9963077,0.0002634955,0.000189962,0.0001180055,0.0003717116,0.00274912],"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":[0.003251135,0.1215354,0.1164506,0.001792181,0.0001708312,0.003626419,0.04913282,0.003835329,0.0962051,0.00504996,0.07869391,0.5202563],"study_design_scores_gemma":[0.001059304,0.02835041,0.6350355,0.0008189979,0.000116102,0.001987979,0.02166361,0.004798349,0.04773315,0.006842755,0.2513835,0.0002102237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9799499,0.0002842588,0.002677406,0.00130586,0.0002229306,0.0008951868,0.0003832771,0.0001706248,0.01411073],"genre_scores_gemma":[0.9325398,0.0007342715,0.01669867,0.001108947,0.000194765,0.0008110642,0.00119793,0.00005091052,0.04666361],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01199122,"threshold_uncertainty_score":0.04011458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06293818627814393,"score_gpt":0.3087343316944637,"score_spread":0.2457961454163198,"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."}}