{"id":"W3002893470","doi":"10.24908/pceea.vi0.13866","title":"IMPLEMENTATION OF PROJECT-BASED LEARNING IN SECONDYEAR CELLULAR BIOPHYSICS COURSE AND STUDENTS’ PERCEPTION OF THE VALUE OF THE PRACTICE","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curriculum; Perception; Project-based learning; Mathematics education; Computer science; Psychology; Medical education; Pedagogy; Medicine; Neuroscience","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":[0.006985791,0.0003809128,0.0003871188,0.001151028,0.00181237,0.00505317,0.001177404,0.001280655,0.005240119],"category_scores_gemma":[0.0251659,0.0003781105,0.0004708228,0.0005237472,0.0012261,0.00126764,0.002968967,0.002687337,0.00114915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002269786,"about_ca_system_score_gemma":0.003379359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002467569,"about_ca_topic_score_gemma":0.003052063,"domain_scores_codex":[0.9940072,0.001744385,0.0002773929,0.0004820437,0.002203274,0.001285646],"domain_scores_gemma":[0.9674153,0.006147289,0.004994625,0.0007355078,0.005329073,0.01537828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009085117,0.01952058,0.5542222,0.0006155517,0.00009984517,0.002105952,0.09818588,0.001430386,0.01510631,0.001910488,0.01022042,0.2956738],"study_design_scores_gemma":[0.0001944338,0.01268956,0.7837862,0.0006006445,0.00007126748,0.001799023,0.1500455,0.005161713,0.00552319,0.001669441,0.03821035,0.0002486052],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99542,0.0001029721,0.0006688381,0.0007498547,0.00004295561,0.0001018889,0.0000130617,0.00002980708,0.002870536],"genre_scores_gemma":[0.9947824,0.0001786386,0.001232754,0.0003648222,0.00002707183,0.0001349114,0.00004769081,0.00001088956,0.003220933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006985791,"threshold_uncertainty_score":0.03694487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002764230416530631,"score_gpt":0.223642847164228,"score_spread":0.2208786167476973,"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."}}