{"id":"W3000895047","doi":"10.24908/pceea.vi0.13720","title":"PROMOTING ENTREPRENEURIAL PRACTICE BY CRAMMING A PRODUCT DEVELOPMENT PROJECT OVER A WEEKEND","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Entrepreneurship; Experiential learning; Cohesion (chemistry); Witness; Engineering education; Product (mathematics); Element (criminal law); Sociology; Entrepreneurship education; Pedagogy; Engineering ethics; Engineering; Business; Engineering management; Computer science; Political science; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005427515,0.0002179828,0.0001930923,0.0002639385,0.00009749946,0.000125558,0.0002928723,0.0001572603,0.00003776287],"category_scores_gemma":[0.001028966,0.0002160345,0.00006328954,0.0006656297,0.00000985459,0.0004086068,0.00002831781,0.0003374136,0.00002461065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002278423,"about_ca_system_score_gemma":0.0007342899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434321,"about_ca_topic_score_gemma":0.0002596171,"domain_scores_codex":[0.9984499,0.000006945007,0.0003864823,0.0002680607,0.0004495993,0.0004390037],"domain_scores_gemma":[0.999127,0.00006423385,0.0002064847,0.0001342634,0.0002842093,0.0001838659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000204389,0.0006275071,0.05439054,0.008467922,0.001051433,4.155467e-7,0.02831968,0.003709401,0.1523255,0.002073924,0.7090007,0.04001254],"study_design_scores_gemma":[0.0003371367,0.00001921167,0.0152119,0.0004300301,0.00006356493,0.00000947026,0.0003566352,0.008583761,0.02416688,0.00001939185,0.9502515,0.0005505003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800248,0.0005299573,0.00003143418,0.004302718,0.006162954,0.001467633,0.00002691236,0.0005012376,0.006952369],"genre_scores_gemma":[0.9953547,0.00001223564,0.001752269,0.0001390962,0.0003698737,0.0001285272,0.00003356353,0.00006878006,0.002140974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2412508,"threshold_uncertainty_score":0.880963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002959660844689469,"score_gpt":0.1867212751241283,"score_spread":0.1837616142794388,"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."}}