{"id":"W4234021330","doi":"10.2174/9781681087962121010002","title":"List of Contributors","year":2021,"lang":"en","type":"book-chapter","venue":"BENTHAM SCIENCE PUBLISHERS eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009988276,0.001013587,0.001268586,0.007086554,0.001879314,0.005955418,0.001853138,0.001418076,0.8159475],"category_scores_gemma":[0.007313149,0.0004308999,0.0006145291,0.005671914,0.0003139141,0.003101818,0.002370178,0.001426534,0.7865177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701106,"about_ca_system_score_gemma":0.003140333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004080473,"about_ca_topic_score_gemma":0.008456315,"domain_scores_codex":[0.998942,0.000128648,0.00005627649,0.0001645166,0.0005826551,0.0001258527],"domain_scores_gemma":[0.9935464,0.0005937351,0.0002074739,0.0005329011,0.003779581,0.00133982],"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":[0.000009943886,0.00001033464,0.0000650682,0.0001119553,0.000001761489,0.0000142265,0.00001443448,0.00003262658,0.00008224646,0.001051623,0.9621091,0.03649676],"study_design_scores_gemma":[0.000002615183,0.000005196034,0.0001880842,0.0001150061,0.000002159419,0.00002009609,0.00002627293,0.00003388078,0.00004936215,0.0005263032,0.9990268,0.000004214274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007011294,0.006759629,0.002454456,0.007799823,0.02779302,0.0005057945,0.03455479,0.003348184,0.9160832],"genre_scores_gemma":[0.0007197916,0.001884548,0.0007713872,0.000883815,0.001228312,0.0001186094,0.008298351,0.0006069533,0.9854881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1840525,"threshold_uncertainty_score":0.2625284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04141096323797872,"score_gpt":0.20295427184415,"score_spread":0.1615433086061713,"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."}}