{"id":"W2604712974","doi":"10.24908/pceea.v0i0.6454","title":"Enhancing outreach through the University of Ottawa Maker Mobile","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Outreach; Engineering management; Engineering; Truck; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002882267,0.0001371538,0.0001612715,0.00009914731,0.0003409416,0.00007707495,0.0006060073,0.0001335897,0.00006723419],"category_scores_gemma":[0.000408674,0.0001287862,0.00009561708,0.0001690538,0.00003620466,0.0002612186,0.00002798029,0.0002346629,0.00001325656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000894003,"about_ca_system_score_gemma":0.0003175308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007693796,"about_ca_topic_score_gemma":0.01284378,"domain_scores_codex":[0.9992116,0.000004319603,0.00021145,0.0001221985,0.00020421,0.0002461968],"domain_scores_gemma":[0.9990212,0.00004844845,0.0002539629,0.0002604848,0.0003162715,0.00009967668],"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":[0.000009007843,0.000283335,0.2262403,0.003306872,0.001190371,5.934596e-7,0.05289663,0.1251032,0.04400288,0.09348539,0.4433525,0.01012896],"study_design_scores_gemma":[0.0003245541,0.00001796578,0.3077361,0.0003037679,0.0001228927,0.000005205161,0.002312275,0.00624215,0.01825276,0.0002599125,0.6639357,0.0004867453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8815593,0.001259551,0.0006491704,0.009219974,0.01065091,0.001375502,0.000117556,0.0004628973,0.09470513],"genre_scores_gemma":[0.9951443,0.0000377155,0.0007774096,0.00004419418,0.0001555415,0.00001159561,0.000004284666,0.00003220316,0.003792752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2205832,"threshold_uncertainty_score":0.9989141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006984954777177854,"score_gpt":0.2118888646092072,"score_spread":0.2049039098320294,"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."}}