{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001932468,0.001044624,0.0008449918,0.002583531,0.002363575,0.00685095,0.00252123,0.002942115,0.6531896],"category_scores_gemma":[0.00973604,0.0003624608,0.0007294341,0.002805952,0.0006265509,0.005274687,0.003876063,0.002069301,0.4887409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002522858,"about_ca_system_score_gemma":0.003670791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002241948,"about_ca_topic_score_gemma":0.003009462,"domain_scores_codex":[0.9977004,0.0003082729,0.0001320841,0.0004573674,0.001091414,0.0003103217],"domain_scores_gemma":[0.9928607,0.0005622286,0.000174438,0.0007217282,0.003981777,0.001698981],"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":[0.00002753422,0.00001902627,0.0001669778,0.00009887814,0.00000290412,0.0000463654,0.00006897377,0.00006948286,0.0001172904,0.007538209,0.927865,0.06397913],"study_design_scores_gemma":[0.000003204399,0.000006098071,0.0001191534,0.00005758804,0.000001279779,0.00004068261,0.00007342695,0.00003336922,0.00004435302,0.001171026,0.9984466,0.000003281153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001387472,0.006328161,0.00512748,0.02969205,0.05126975,0.0004533925,0.007035982,0.002165624,0.89654],"genre_scores_gemma":[0.00460433,0.003412968,0.001982315,0.004691485,0.004701899,0.0001735156,0.004909812,0.000713911,0.9748097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6531896,"threshold_uncertainty_score":0.4946829,"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."}}