{"id":"W3161894231","doi":"","title":"Process modelling and public value: performance measurement for emergency assistance services?","year":2012,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Process (computing); Computer science; Value (mathematics); Public value; Process management; Business; Operating system; Machine learning","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.008381296,0.0001435376,0.000167236,0.00008276552,0.001723568,0.00004842404,0.0002363024,0.0001373493,0.00008252123],"category_scores_gemma":[0.0005403268,0.000140487,0.00003775914,0.0003050072,0.00003487489,0.0005296884,0.00007406546,0.0002533898,0.00001623436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245591,"about_ca_system_score_gemma":0.0002755102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002216895,"about_ca_topic_score_gemma":0.0005811022,"domain_scores_codex":[0.9964011,0.001969421,0.0005098088,0.0002889977,0.0003282382,0.0005024126],"domain_scores_gemma":[0.9947994,0.0002941715,0.0002808248,0.0005077459,0.003872134,0.0002457277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007312487,0.001369965,0.5312061,0.005935846,0.0001133064,2.055731e-7,0.1132245,0.00631864,0.001277746,0.2977395,0.0007931895,0.04194782],"study_design_scores_gemma":[0.0008982849,0.000001148552,0.0152008,0.001488116,0.00003431362,0.00000147378,0.002256462,0.9599748,0.001305602,0.0006695988,0.01776989,0.0003995056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4360917,0.00113056,0.5465662,0.00771971,0.0002416519,0.0007537678,0.0000136656,0.0001041333,0.007378547],"genre_scores_gemma":[0.9424943,0.0007028229,0.05490806,0.0001538915,0.00005235257,0.0003062851,0.00009122694,0.00002791403,0.001263172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9536561,"threshold_uncertainty_score":0.999576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07903811112735715,"score_gpt":0.3376781691283113,"score_spread":0.2586400580009542,"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."}}