{"id":"W2910344987","doi":"10.24908/pceea.v0i0.13076","title":"THE IMPACT OF STUDENTS’ ACADEMIC LOCUS OF CONTROL AND PERCEPTION OF PROBLEM SOLVING ABILITY ON THEIR PERFORMANCE IN DESIGN PROJECTS","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Perception; Engineering design process; Engineering education; Locus of control; Mathematics education; Control (management); Computer science; Psychology; Engineering; Engineering management; Artificial intelligence; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.004202252,0.0003565768,0.0003419777,0.001335239,0.0005528592,0.002648189,0.0006097883,0.0005148584,0.004302382],"category_scores_gemma":[0.01844754,0.0002826616,0.0006144388,0.0005997199,0.001066057,0.000692379,0.001282522,0.001006735,0.0005334009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008658643,"about_ca_system_score_gemma":0.0008572715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004065832,"about_ca_topic_score_gemma":0.005870637,"domain_scores_codex":[0.9960287,0.0008657042,0.0003419702,0.0002822728,0.001723273,0.0007581238],"domain_scores_gemma":[0.968628,0.01294004,0.006510655,0.001457559,0.003103778,0.007360016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003065262,0.002786914,0.9714252,0.00003376581,0.00008519428,0.00009980045,0.004691939,0.0002732907,0.001005251,0.00008848274,0.0002287839,0.01897487],"study_design_scores_gemma":[0.00001271981,0.0009489044,0.9934401,0.00001672696,0.00002000112,0.00005578994,0.003894103,0.0004370994,0.0006858031,0.00007536798,0.0003918489,0.00002156925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994142,0.00003055768,0.00004787911,0.00001864662,0.000002691427,0.000004837975,0.00001023902,0.000002071304,0.0004688608],"genre_scores_gemma":[0.9995153,0.00002385126,0.00004269623,0.000006242634,0.00000181701,0.000004874345,0.00002055021,0.00000115545,0.0003835041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004302382,"threshold_uncertainty_score":0.02222389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136448228793063,"score_gpt":0.2517932993686312,"score_spread":0.2404288170807005,"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."}}