{"id":"W2937141166","doi":"10.1680/jinam.18.00039","title":"A different kind of partnership: an infrastructure performance stock exchange","year":2019,"lang":"en","type":"article","venue":"Infrastructure Asset Management","topic":"Water Systems and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; Fleming College; University of Waterloo","funders":"Society for Sedimentary Geology","keywords":"Business; General partnership; Finance; Asset management; Order (exchange); Public–private partnership; Stock exchange; Asset (computer security); Stock (firearms); Government (linguistics); Critical infrastructure; Industrial organization; Computer security; Engineering; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004448622,0.0005424075,0.0005174717,0.001552945,0.002767876,0.01358661,0.002017297,0.005499473,0.02520985],"category_scores_gemma":[0.01016669,0.0004955343,0.000858982,0.001476408,0.005021643,0.01675076,0.00635502,0.00398367,0.002513606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003399987,"about_ca_system_score_gemma":0.00301638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002740928,"about_ca_topic_score_gemma":0.002183649,"domain_scores_codex":[0.9951684,0.001353404,0.0003385826,0.0008954874,0.001649826,0.0005942633],"domain_scores_gemma":[0.9950762,0.001096339,0.0008995668,0.001403355,0.0007366534,0.0007879499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002628311,0.00004743161,0.0009144339,0.00001671959,0.00001379062,0.0001591621,0.0002550982,0.001209078,0.0003187007,0.9844711,0.002730141,0.009838121],"study_design_scores_gemma":[0.0001088645,0.0003078301,0.002335581,0.0002312402,0.00006057107,0.0008024084,0.001312273,0.02509372,0.001868044,0.7485824,0.2191268,0.0001701959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08249157,0.001318023,0.2959617,0.0247604,0.001156963,0.0006635924,0.0006000254,0.0008381433,0.5922096],"genre_scores_gemma":[0.8857732,0.0006073465,0.0400519,0.001423527,0.0004727609,0.0002873004,0.0002049011,0.0001359606,0.0710431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02520985,"threshold_uncertainty_score":0.08433533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005464049856694617,"score_gpt":0.1946768198972653,"score_spread":0.1892127700405707,"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."}}