{"id":"W4211052544","doi":"10.1287/inte.1100.0522","title":"Contributors","year":2010,"lang":"en","type":"article","venue":"INFORMS Journal on Applied Analytics","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002010977,0.0001252077,0.0001416271,0.0001571611,0.00009374001,0.0001474845,0.0001522496,0.0001091821,0.0002000211],"category_scores_gemma":[0.00003964119,0.00009779754,0.00006472139,0.0001907086,0.00002491448,0.00008290492,0.000008251657,0.0007990901,0.0002507956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003387392,"about_ca_system_score_gemma":0.00002494149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.777002e-7,"about_ca_topic_score_gemma":9.415632e-7,"domain_scores_codex":[0.999218,0.00000121843,0.0002869777,0.00005357781,0.000221054,0.0002191975],"domain_scores_gemma":[0.9995109,0.00003455738,0.00005846262,0.0001394326,0.00006866641,0.0001880039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001918368,0.00003107698,0.000196602,0.00001017881,0.0001272846,0.00001720185,0.0001564684,0.9321501,0.000847513,0.0266146,0.002808417,0.0370214],"study_design_scores_gemma":[0.001703154,0.00006269578,0.0004037731,0.00001903167,0.00004892376,0.000161693,0.0001972996,0.8981543,0.006873283,0.002337839,0.08947325,0.0005647743],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3361902,0.00006275302,0.329866,0.0004746802,0.007376162,0.0003063456,0.0000262282,0.001282285,0.3244153],"genre_scores_gemma":[0.9788625,0.00005528011,0.01990805,0.0003874014,0.0005470925,0.000002067415,0.00000699249,0.00002833959,0.0002022608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6426723,"threshold_uncertainty_score":0.3988068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006747082050140396,"score_gpt":0.2145491325432109,"score_spread":0.2078020504930705,"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."}}