{"id":"W2885185411","doi":"10.24908/pceea.v0i0.10374","title":"A TALE OF TWO PEDAGOGICAL PERSPECTIVES: A LITERATURE REVIEW OF WRITING PROGRAM ADMINISTRATION WITHIN ENGINEERING PROGRAMS","year":2018,"lang":"en","type":"review","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":"University of British Columbia","funders":"","keywords":"Conversation; Identity (music); Engineering education; Composition (language); Administration (probate law); Technical communication; Writing center; Professional writing; Engineering ethics; Pedagogy; Sociology; Engineering; Political science; Engineering management; Electrical engineering; Linguistics; Communication","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006864734,0.0008059668,0.001777126,0.01656578,0.001119911,0.003745812,0.001406418,0.001873655,0.001932915],"category_scores_gemma":[0.02345662,0.0006087091,0.001100011,0.01762562,0.002306326,0.005468408,0.00170851,0.002854386,0.0003736918],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003112102,"about_ca_system_score_gemma":0.01380089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009182295,"about_ca_topic_score_gemma":0.02332518,"domain_scores_codex":[0.9954386,0.001876032,0.0009229716,0.0005425199,0.001043576,0.0001763208],"domain_scores_gemma":[0.9697174,0.02232569,0.002414003,0.0004142351,0.004609472,0.0005190696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008760504,0.0001026516,0.002272947,0.2269161,0.0006021584,0.0006038491,0.00723014,0.0002557959,0.0008603869,0.01707852,0.03693407,0.7070557],"study_design_scores_gemma":[0.0000227353,0.0001124819,0.007997923,0.3960301,0.001091524,0.001220575,0.009724544,0.0001168101,0.0004596672,0.003218957,0.5799475,0.00005719595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003975596,0.9967455,0.0001103547,0.00187818,0.0002299564,0.000007659665,0.00001674846,0.000002844252,0.000611247],"genre_scores_gemma":[0.005646125,0.9922286,0.0003689206,0.001358049,0.0002045913,0.00002527619,0.00002967502,0.000003052756,0.0001356619],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9968879,"threshold_uncertainty_score":0.03630459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938404687387309,"score_gpt":0.3050199145134808,"score_spread":0.2856358676396077,"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."}}