{"id":"W2910360898","doi":"10.24908/pceea.v0i0.13031","title":"Developing Student Meta-Cognition in a Design Course.","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"3M","keywords":"Reflection (computer programming); Capstone; Capstone course; Mathematics education; Work (physics); Psychology; Cognition; Group work; Pedagogy; Computer science; Engineering; Curriculum","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00857547,0.0009962807,0.0005181827,0.001247426,0.001686589,0.006486881,0.00189168,0.001947595,0.01535602],"category_scores_gemma":[0.01709473,0.0006177571,0.0008583332,0.0006531918,0.001185132,0.003587799,0.004692567,0.002854682,0.006380558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001862538,"about_ca_system_score_gemma":0.003177408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002340341,"about_ca_topic_score_gemma":0.001043107,"domain_scores_codex":[0.9955224,0.001887652,0.0002251484,0.0005560571,0.001386715,0.0004220843],"domain_scores_gemma":[0.9862278,0.004485376,0.00110725,0.002371578,0.001844356,0.003963621],"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":[0.0003593659,0.01244653,0.02299368,0.001174723,0.00008961222,0.000704555,0.08630417,0.001282277,0.03037165,0.01840204,0.03993025,0.7859412],"study_design_scores_gemma":[0.0004479542,0.01084778,0.07065042,0.003948142,0.0002244566,0.005141566,0.07217859,0.007430238,0.04273296,0.08018526,0.7058895,0.000323146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7021347,0.002650535,0.1184845,0.01095041,0.001031964,0.001673195,0.0002368713,0.001939774,0.160898],"genre_scores_gemma":[0.7544972,0.002535232,0.1472781,0.002535505,0.0001586546,0.001141254,0.0004355315,0.0002879904,0.09113054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01535602,"threshold_uncertainty_score":0.05137104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188497146613671,"score_gpt":0.2503127088971818,"score_spread":0.2314629942358147,"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."}}