{"id":"W4234689778","doi":"10.4018/978-1-4666-6339-8.ch028","title":"Agent-Based Wellness Indicator","year":2014,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Visualization; Computer science; Software; Human–computer interaction; Process management; Engineering; Data mining","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":[0.002409051,0.0009403412,0.0006241058,0.002782347,0.0005264952,0.005224121,0.001225263,0.000916659,0.01590092],"category_scores_gemma":[0.008082032,0.0003135671,0.0007048146,0.002639979,0.0006860989,0.00564376,0.001878088,0.00154074,0.003092269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600369,"about_ca_system_score_gemma":0.001168046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001706726,"about_ca_topic_score_gemma":0.00130235,"domain_scores_codex":[0.9983355,0.0004888686,0.0001512091,0.000297745,0.000642838,0.00008368917],"domain_scores_gemma":[0.9966502,0.001585191,0.0003479098,0.0003076296,0.0009013747,0.0002077296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000562973,0.0003585125,0.01205534,0.00194654,0.0002313519,0.0003254843,0.003089918,0.04884772,0.009176418,0.3259544,0.08956994,0.5078813],"study_design_scores_gemma":[0.0001078602,0.0003468193,0.01149349,0.0009077497,0.0002634381,0.0005865096,0.001402328,0.3419361,0.01559885,0.2136827,0.4133666,0.0003076079],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0352805,0.003406411,0.81378,0.003064682,0.0006351322,0.0007925824,0.007864215,0.01838644,0.11679],"genre_scores_gemma":[0.3922103,0.002747291,0.5614665,0.0005255712,0.0001547183,0.001037733,0.008298585,0.001331966,0.03222741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01590092,"threshold_uncertainty_score":0.05319387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078326180830473,"score_gpt":0.2696000166019913,"score_spread":0.2488167547936866,"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."}}