{"id":"W2180241716","doi":"10.3991/ijep.v5i1.4046","title":"Engaging High School Students in an Engineering Thermodynamics Project","year":2015,"lang":"en","type":"article","venue":"International Journal of Engineering Pedagogy (iJEP)","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Formative assessment; Outreach; Mandate; Mathematics education; Work (physics); Project-based learning; Engineering education; Session (web analytics); Professional development; Teamwork; Pedagogy; Engineering; Psychology; Computer science; Engineering management; Political science; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003582271,0.0006779088,0.0004500373,0.0006625736,0.00564342,0.003295804,0.001319225,0.001594755,0.007980336],"category_scores_gemma":[0.004312267,0.0004238132,0.0005389589,0.0005579968,0.00198244,0.00142073,0.004913541,0.002318816,0.00231457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00170484,"about_ca_system_score_gemma":0.003068683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860624,"about_ca_topic_score_gemma":0.009252448,"domain_scores_codex":[0.9983827,0.0005888281,0.00006468359,0.0001759406,0.0002570386,0.0005309006],"domain_scores_gemma":[0.9969199,0.0005333723,0.0001323003,0.0001983235,0.0002911506,0.001925038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009146734,0.03353485,0.07664357,0.0006253645,0.00007027548,0.004799974,0.4912533,0.002911054,0.08363622,0.01839168,0.02488424,0.2623348],"study_design_scores_gemma":[0.0002649506,0.01291709,0.0790778,0.0004400205,0.0000909873,0.002922504,0.3953046,0.005184261,0.06256776,0.0110878,0.4298437,0.0002985082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714156,0.00005717828,0.006788444,0.0007727221,0.00005319948,0.0005552807,0.00007439666,0.0002318551,0.0200513],"genre_scores_gemma":[0.9525957,0.0001857301,0.02057069,0.0005249218,0.0000254993,0.0004333369,0.000250331,0.00007981352,0.02533389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007980336,"threshold_uncertainty_score":0.02669692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891037957100768,"score_gpt":0.3285198957229508,"score_spread":0.3096095161519431,"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."}}