{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009180327,0.0003170758,0.0003707453,0.0004101995,0.0001324623,0.0003648175,0.0002348294,0.0002308039,0.002959593],"category_scores_gemma":[0.00001863177,0.0002715207,0.0001481812,0.0005687533,0.00003291414,0.0003493304,0.0001209208,0.0002505692,0.001545969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001020167,"about_ca_system_score_gemma":0.00001246278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02029615,"about_ca_topic_score_gemma":0.0009319896,"domain_scores_codex":[0.998813,0.000003432442,0.0002182627,0.0004111308,0.0002622484,0.0002919399],"domain_scores_gemma":[0.9993693,0.000007653161,0.0003296563,0.0002133684,0.00007610356,0.000003951296],"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":[0.000001499912,0.00002800585,0.0004703898,0.0004420382,0.00005888877,0.000007774248,0.000003904082,0.001461384,0.000003822371,0.00493482,0.9843096,0.008277833],"study_design_scores_gemma":[0.0001387948,8.00709e-7,0.000005138832,0.0002072486,0.0001518561,3.754297e-7,0.00004408915,0.006310279,7.820333e-7,0.0006524097,0.9921047,0.0003835413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000105424,0.0005925582,0.02839839,0.0002105336,0.0002274711,0.00006384982,6.060606e-7,0.001368116,0.969128],"genre_scores_gemma":[0.006330118,0.00004546695,0.001885708,0.0009239867,0.005099038,0.00001035198,0.0001722506,0.0006010461,0.984932],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02651268,"threshold_uncertainty_score":0.9999737,"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."}}