{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003341055,0.000444477,0.001043354,0.00673356,0.004901525,0.007033759,0.00184313,0.001231677,0.008380636],"category_scores_gemma":[0.0156996,0.0002697527,0.0006604579,0.01475838,0.002313709,0.003616379,0.002353342,0.001866978,0.0007893389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06788673,"about_ca_system_score_gemma":0.08647215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924558,"about_ca_topic_score_gemma":0.9952231,"domain_scores_codex":[0.9958795,0.0002899207,0.0002617287,0.0003254413,0.002017433,0.001225985],"domain_scores_gemma":[0.9878275,0.0007092382,0.000898349,0.0001552696,0.007759349,0.00265025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000466636,0.0001823126,0.4683169,0.001445508,0.0003755561,0.001006053,0.01489113,0.0007106281,0.0005386103,0.0324983,0.1086844,0.3708839],"study_design_scores_gemma":[0.00004235115,0.0001147906,0.8325091,0.001782405,0.0002394316,0.0004608069,0.04147486,0.001010929,0.0003108769,0.002375866,0.119538,0.0001405552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4927322,0.08105604,0.00169105,0.2286621,0.002756866,0.0003439961,0.01257985,0.000181091,0.1799967],"genre_scores_gemma":[0.9462559,0.03005736,0.001635713,0.006675517,0.0002310671,0.00007936676,0.002323116,0.0001051514,0.01263677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06788673,"threshold_uncertainty_score":0.492555,"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."}}