{"id":"W6960012201","doi":"10.1184/r1/6624095.v1","title":"Models for Undergraduate Project Courses in Software Engineering","year":2018,"lang":"en","type":"article","venue":"KiltHub Repository","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syllabus; Scope (computer science); Software Engineering Process Group; Social software engineering; Software project management; Software development; Relation (database); Software","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002761282,0.0005405516,0.0003361467,0.001050949,0.0009024342,0.003344582,0.002146917,0.001352402,0.05482352],"category_scores_gemma":[0.009729339,0.0004999838,0.00103122,0.001183519,0.0004753264,0.003607041,0.001686295,0.001517389,0.01334374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003468412,"about_ca_system_score_gemma":0.002849123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00791402,"about_ca_topic_score_gemma":0.01620594,"domain_scores_codex":[0.9984883,0.0006228956,0.0001036684,0.0001506498,0.0004485321,0.0001859583],"domain_scores_gemma":[0.9959608,0.001916188,0.0002442661,0.0006283659,0.0007804561,0.0004701169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001683371,0.0004909088,0.005519507,0.0002000837,0.00002317277,0.0001130864,0.0006747802,0.05719714,0.0007622908,0.7208905,0.07089431,0.1430659],"study_design_scores_gemma":[0.0001628511,0.000287579,0.003596151,0.000211184,0.00003366814,0.0001675686,0.0005556264,0.314621,0.001135903,0.3976358,0.2815223,0.00007038598],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0332768,0.0005019839,0.7017855,0.004159337,0.0004031685,0.001127462,0.004221824,0.004441123,0.2500828],"genre_scores_gemma":[0.4145014,0.001108426,0.4010407,0.0005538727,0.0001391544,0.003406385,0.008783048,0.001303515,0.1691634],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05482352,"threshold_uncertainty_score":0.183403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02364248258512524,"score_gpt":0.2343082321097353,"score_spread":0.2106657495246101,"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."}}