{"id":"W2744530175","doi":"","title":"Proceedings of the 6th International Conference of Applied Operational Research.","year":2014,"lang":"en","type":"article","venue":"IRIS UNIMORE (University of Modena and Reggio Emilia)","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009308539,0.00227699,0.002071516,0.003677978,0.001231134,0.007991139,0.002146352,0.002738558,0.1179411],"category_scores_gemma":[0.01155993,0.0004771104,0.001270145,0.001987589,0.002011965,0.003827668,0.003748249,0.0037714,0.06029918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001950018,"about_ca_system_score_gemma":0.00542178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002410366,"about_ca_topic_score_gemma":0.002181635,"domain_scores_codex":[0.99014,0.002770037,0.001070086,0.001273011,0.004216527,0.000530237],"domain_scores_gemma":[0.9907752,0.001941023,0.0008026575,0.001219543,0.004097008,0.001164598],"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":[0.0005557635,0.0002641704,0.002095514,0.001301971,0.0002238007,0.0004461442,0.0005051793,0.001998711,0.004041614,0.0286288,0.5495809,0.4103574],"study_design_scores_gemma":[0.00002549967,0.0001469175,0.0014169,0.0004393761,0.00003522067,0.0003436722,0.0001964024,0.001933964,0.0008661269,0.00914466,0.985421,0.00003021287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01232937,0.09399622,0.1263617,0.03159398,0.1110974,0.001944805,0.005455878,0.002550696,0.61467],"genre_scores_gemma":[0.1409692,0.07259188,0.09569826,0.00696623,0.03327508,0.002708155,0.02061009,0.001817042,0.625364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1179411,"threshold_uncertainty_score":0.3945524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2026494328740448,"score_gpt":0.3535499514246739,"score_spread":0.1509005185506291,"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."}}