{"id":"W2290861754","doi":"","title":"Cooperative Business Development: Winnipeg Pilot Project Summative Evaluation Report","year":2011,"lang":"en","type":"article","venue":"WinnSpace (University of Winnipeg)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summative assessment; Business development; Engineering management; Business; Engineering; Operations management; Process management; Management; Marketing; Formative assessment; Sociology; Economics; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009007878,0.0002875268,0.0003550918,0.0006175921,0.0005325826,0.00006165162,0.0003652471,0.0001285953,0.0008672448],"category_scores_gemma":[0.0001744068,0.000323552,0.00005593905,0.002660927,0.0002651141,0.003547445,0.0001891444,0.0001798434,0.0001963936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036087,"about_ca_system_score_gemma":0.0004500604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003930798,"about_ca_topic_score_gemma":0.001048667,"domain_scores_codex":[0.9982628,0.00003955938,0.000327111,0.0004864536,0.0005627995,0.0003212533],"domain_scores_gemma":[0.9957325,0.00001898894,0.0007309178,0.0003539592,0.00314814,0.00001550668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.01055118,0.00929585,0.2987411,0.005886485,0.00338723,0.002328836,0.06283219,0.001938372,0.04040147,0.3386595,0.1095998,0.116378],"study_design_scores_gemma":[0.004331112,0.0001218771,0.8868463,0.0005263562,0.0004837601,0.00004037461,0.01582493,0.003599983,0.001601616,0.001513886,0.08365282,0.001456999],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8334692,0.00006598672,0.008950328,0.001354726,0.0005579261,0.001268041,0.0000061732,0.0002740233,0.1540536],"genre_scores_gemma":[0.9943513,0.000006134916,0.002827418,0.0001542257,0.0002136025,0.000004561274,0.0002735062,0.00002882326,0.002140453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5881051,"threshold_uncertainty_score":0.9999217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08115666726780454,"score_gpt":0.237532415230299,"score_spread":0.1563757479624945,"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."}}