{"id":"W3170079907","doi":"","title":"Thierry Warin, PhD: [API] WDI: Application","year":2020,"lang":"en","type":"article","venue":"","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; HEC 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000094478,0.00006805008,0.00007832484,0.00002183173,0.00006066456,0.00006992989,0.0003861263,0.00003901829,0.00004024549],"category_scores_gemma":[0.00001270758,0.00005717568,0.00003308544,0.0002010316,0.000006281568,0.0002986652,0.00009924225,0.00005320046,0.0008178526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001596411,"about_ca_system_score_gemma":0.00001582354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006525093,"about_ca_topic_score_gemma":0.000006884807,"domain_scores_codex":[0.999269,0.0000228084,0.0001535534,0.0002716309,0.000171563,0.00011145],"domain_scores_gemma":[0.9995254,0.000017463,0.00005902362,0.0002745236,0.00003402426,0.00008957872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001078424,0.000160292,0.006902652,0.0001240134,0.00004368763,0.000007070421,0.007644934,0.0005764032,0.09093321,0.6429311,0.06554174,0.1851241],"study_design_scores_gemma":[0.0003157838,0.00004375508,0.006674789,0.00000479456,0.000003104669,0.000002874019,0.00003804459,0.9107456,0.009601006,0.0006092297,0.0717727,0.0001883425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004733428,0.00003375099,0.9817991,0.005370054,0.00013638,0.0001907758,3.956223e-7,0.0002843614,0.007451769],"genre_scores_gemma":[0.9860665,0.000005566854,0.0110286,0.00217063,0.0001606789,0.00002054223,0.000002427643,0.000004645289,0.0005404789],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.981333,"threshold_uncertainty_score":0.9999601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04097878208429336,"score_gpt":0.2327489961216924,"score_spread":0.1917702140373991,"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."}}