{"id":"W7017243502","doi":"","title":"Achieving Operational Integrity: A Case Study of A Long-Term Care Operation","year":2017,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Operations Management Techniques","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interdependence; Function (biology); Service (business); Phenomenon; Operational planning; Context (archaeology); Reliability (semiconductor); Premise; Field (mathematics)","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001609538,0.0003113667,0.0004600955,0.001021197,0.001750287,0.003160058,0.002633553,0.0001655248,0.00008506099],"category_scores_gemma":[0.0006185698,0.0002965091,0.0001414607,0.0004019293,0.0001944727,0.006594316,0.001559379,0.000552845,0.0001066045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002154308,"about_ca_system_score_gemma":0.000154679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009562603,"about_ca_topic_score_gemma":0.02852717,"domain_scores_codex":[0.9961674,0.000696126,0.0006623322,0.0008988393,0.001279145,0.0002961928],"domain_scores_gemma":[0.9957861,0.0001955328,0.0005793616,0.00220349,0.0010701,0.0001654575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004100646,0.0003133145,0.988578,0.00001800712,0.00005279915,0.002799112,0.003164924,0.00005062676,0.0002818348,0.0001121283,0.000001170843,0.004587076],"study_design_scores_gemma":[0.001182171,0.0004475179,0.9849926,0.00009239862,0.00009242973,0.0002168601,0.01179947,0.00000343858,0.0007643056,0.00002271325,0.00007093749,0.0003151905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931286,0.00002615143,0.004687105,0.0002151113,0.0002492335,0.001100003,0.00002620289,0.0001190517,0.0004485474],"genre_scores_gemma":[0.9968726,0.000008084635,0.0002121302,0.0000721949,0.00007257436,0.000006242288,0.00001594312,0.00002573148,0.002714508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02843154,"threshold_uncertainty_score":0.9999487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2976997681044871,"score_gpt":0.4559871655696388,"score_spread":0.1582873974651517,"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."}}