{"id":"W4250519392","doi":"10.1007/978-1-4939-7131-2_100003","title":"Activity Modelling","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"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":[0.0001816606,0.0004248164,0.0004660584,0.0004386735,0.0002102074,0.0003771018,0.0003176277,0.0003293424,0.007052423],"category_scores_gemma":[0.00000961153,0.0003741738,0.0002664871,0.0000944172,0.00008136407,0.0007731956,0.0002106315,0.0002784442,0.005003101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002528363,"about_ca_system_score_gemma":0.00002928066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003391082,"about_ca_topic_score_gemma":0.00005307936,"domain_scores_codex":[0.9985289,8.475038e-7,0.0002646328,0.0005673474,0.0003714858,0.0002667899],"domain_scores_gemma":[0.9987028,0.00001254644,0.0003408519,0.0004248584,0.0005070101,0.00001199411],"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":[0.0001276898,0.0001276909,0.00004076118,0.001798246,0.000770185,0.00004347746,0.00003230882,0.02396922,0.0000379683,0.8287948,0.0711042,0.07315341],"study_design_scores_gemma":[0.0001093167,0.000002015894,6.232055e-7,0.0001562008,0.0003298186,6.212978e-7,0.000003612643,0.4288334,0.000004703924,0.131112,0.4388877,0.0005599504],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002519557,0.0001125,0.09519897,0.0003210152,0.0002498029,0.00008042288,0.000002164204,0.000351378,0.9034318],"genre_scores_gemma":[0.07239742,0.00007010449,0.0005088293,0.001141072,0.005637309,0.000005435516,0.0000546557,0.000136593,0.9200486],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6976828,"threshold_uncertainty_score":0.999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04843332346729528,"score_gpt":0.2175001044738755,"score_spread":0.1690667810065803,"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."}}