{"id":"W1757882711","doi":"10.24908/pceea.v0i0.4851","title":"FROM COLLEGE TO UNIVERSITY: MOHAWK COLLEGE - McMASTER UNIVERSITY PARTNERSHIP, A SEAMLESS PATHWAY","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Mohawk; Bachelor; General partnership; Higher education; Degree program; Community college; Engineering education; Political science; Medical education; Engineering management; Engineering ethics; Library science; Engineering; Medicine; Computer science","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":[0.005866692,0.0003825223,0.0003574169,0.001448806,0.02777139,0.02044052,0.002586389,0.005305696,0.02588584],"category_scores_gemma":[0.0107429,0.0008259534,0.0003239064,0.003063083,0.009617475,0.01081329,0.0355685,0.00674776,0.003362026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03512186,"about_ca_system_score_gemma":0.1890156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3518162,"about_ca_topic_score_gemma":0.7003051,"domain_scores_codex":[0.9879269,0.002627091,0.0002771837,0.0009568372,0.003247761,0.004964212],"domain_scores_gemma":[0.96578,0.0008722827,0.0006702243,0.000719074,0.001784798,0.03017366],"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":[0.0001686534,0.0003679646,0.01186432,0.0003736397,0.00003068727,0.004039424,0.08234673,0.0004217993,0.001720338,0.2278631,0.4419954,0.228808],"study_design_scores_gemma":[0.00003828334,0.00007099786,0.008487895,0.0002832549,0.000007058949,0.0007798697,0.05401142,0.0002321667,0.000294155,0.01436573,0.9213516,0.00007752033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09448742,0.00919787,0.01142577,0.5797654,0.002566126,0.0006661241,0.0004499298,0.0007927177,0.3006486],"genre_scores_gemma":[0.7436939,0.004272616,0.01566635,0.03996723,0.0003508336,0.0003669429,0.0002541448,0.0003448092,0.1950831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3518162,"threshold_uncertainty_score":0.6995368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004386578424543749,"score_gpt":0.1572674306672431,"score_spread":0.1528808522426994,"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."}}