{"id":"W4229823162","doi":"10.1287/opre.1100.0901","title":"Contributors","year":2010,"lang":"en","type":"article","venue":"Operations Research","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operations research; Computer science; Game theory; Influence diagram; Markov decision process; Management science; Artificial intelligence; Mathematical economics; Mathematics; Engineering; Markov process; Decision tree","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003278339,0.00003661542,0.00003800269,0.000138706,0.0001995595,0.00006949647,0.00008716757,0.00004625535,0.001027696],"category_scores_gemma":[0.00008261271,0.00003631243,0.00001328015,0.0004535311,0.00006216552,0.0001098056,0.000004105108,0.0004099084,0.0003437503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000140371,"about_ca_system_score_gemma":0.00004450039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004031989,"about_ca_topic_score_gemma":0.001723427,"domain_scores_codex":[0.999491,0.00001204751,0.0001077015,0.00006929748,0.0001621047,0.0001578305],"domain_scores_gemma":[0.9994413,0.00003464219,8.642497e-7,0.0001799688,0.0002919036,0.00005134353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000241065,0.00008666239,0.001879857,0.00001503189,0.0000287197,0.000003424314,0.0006964403,0.03937979,0.6074509,0.3172384,0.02662247,0.006595898],"study_design_scores_gemma":[0.0007422675,0.00004343737,0.06773357,0.000007825955,0.000006278272,0.000007199765,0.0004712244,0.1371402,0.0704998,0.0005324849,0.7224808,0.0003349697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660004,0.00001099136,0.003899363,0.000706202,0.0003247057,0.000213393,0.00003435773,0.0002102447,0.02860029],"genre_scores_gemma":[0.9973299,0.000007143251,0.001239612,0.00001830613,0.00006384677,0.00008918794,0.00006022041,0.00000886771,0.001182909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6958583,"threshold_uncertainty_score":0.9998855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03735850301429473,"score_gpt":0.363619421975952,"score_spread":0.3262609189616573,"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."}}