{"id":"W6991858533","doi":"","title":"Infrastructure asset management: how does Canada compare to Australia and New Zealand?","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asset management; Asset (computer security); Process (computing); Quality (philosophy); Developing country; Asset quality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00002073211,0.00009739848,0.0001327657,0.00002080567,0.00003535387,0.00001607431,0.00004973734,0.00003635031,0.0002826779],"category_scores_gemma":[0.000004240677,0.00006779293,0.00001233483,0.00007677539,0.0000143239,0.00001596502,0.00002897204,0.0001005813,0.000002825428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006674178,"about_ca_system_score_gemma":0.0001145412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1208969,"about_ca_topic_score_gemma":0.149695,"domain_scores_codex":[0.9993329,0.000003995588,0.00008781323,0.0001681164,0.0001802013,0.0002269701],"domain_scores_gemma":[0.999491,0.000006913885,0.00002234801,0.0001369508,0.00001972656,0.0003231082],"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":[0.00005696654,0.000006619681,0.06128721,0.0002704846,0.000009711521,0.0001082269,0.000008106475,5.742602e-7,0.004407214,0.0001037091,0.9297316,0.004009555],"study_design_scores_gemma":[0.0007729097,0.00003023585,0.457909,0.00007324947,0.00002493832,0.00005036408,0.00005898219,0.000004124445,0.007717701,0.0006959462,0.5325538,0.0001087645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808749,0.00002465903,0.000006132273,0.01397844,0.0001219488,0.0001992083,0.00007831717,0.00002029444,0.004696127],"genre_scores_gemma":[0.9446502,0.000004144013,0.001932862,0.001007782,0.0002730753,0.000003193369,0.0001163097,0.000006172374,0.05200629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3971778,"threshold_uncertainty_score":0.8849571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009703596321535923,"score_gpt":0.2535781513111779,"score_spread":0.243874554989642,"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."}}