{"id":"W1497594432","doi":"10.1002/9780470029558.oth1","title":"Learning Through Doing","year":2006,"lang":"en","type":"other","venue":"","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Management; Officer; Vice president; Associate editor; Library science; Principal (computer security); Engineering; Political science; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002042931,0.0006032961,0.0003421452,0.0007609726,0.002750222,0.008388513,0.0009373664,0.001683244,0.0645949],"category_scores_gemma":[0.004930872,0.0002383821,0.0003058801,0.0009810167,0.004978054,0.00853352,0.00373918,0.003014082,0.01746378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002160514,"about_ca_system_score_gemma":0.004200267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003575196,"about_ca_topic_score_gemma":0.006845334,"domain_scores_codex":[0.9986339,0.0005053569,0.00004127442,0.0002669085,0.0004462935,0.0001061929],"domain_scores_gemma":[0.9971015,0.0008059266,0.000152762,0.0008566013,0.0004222369,0.0006610416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001484948,0.0001047077,0.0007897713,0.00007803919,0.000006533811,0.00004673534,0.003728323,0.0003252782,0.0001747906,0.6687319,0.1162631,0.2097361],"study_design_scores_gemma":[0.000005218142,0.00001830711,0.0005973986,0.0001527311,0.000006369849,0.00008414534,0.00196785,0.0003666702,0.0002586313,0.2565921,0.739944,0.000006536433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00265759,0.0006287949,0.01245636,0.008882017,0.0002807228,0.00003828189,0.0001010524,0.0001872088,0.9747679],"genre_scores_gemma":[0.131642,0.002619844,0.01416789,0.003338381,0.0002997489,0.0002102787,0.0003818543,0.000240193,0.8470998],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0645949,"threshold_uncertainty_score":0.2160915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158741774648482,"score_gpt":0.2162477188733158,"score_spread":0.204660301126831,"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."}}