{"id":"W3133903129","doi":"10.2749/newyork.2019.0921","title":"Kingston Third Crossing","year":2019,"lang":"en","type":"article","venue":"Report","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Bridge (graph theory); Alliance; Shore; Light rail; Stakeholder; Civil engineering; Engineering; Geography; Business; Transport engineering; Public transport; Archaeology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003294761,0.0008408212,0.0003448323,0.0008242138,0.008253679,0.00436284,0.001069062,0.001487804,0.3948354],"category_scores_gemma":[0.001055305,0.0005283371,0.0005610067,0.0008159264,0.001228158,0.001120118,0.003145922,0.00148614,0.08602064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01059712,"about_ca_system_score_gemma":0.01559489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.490618,"about_ca_topic_score_gemma":0.8362364,"domain_scores_codex":[0.9991346,0.00003338119,0.00001907627,0.000174019,0.0004032126,0.0002358515],"domain_scores_gemma":[0.9987224,0.00003396355,0.00002547,0.00009158499,0.0007697383,0.0003569253],"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":[0.0002511147,0.0001153649,0.00837858,0.0002450395,0.00001587227,0.002218126,0.002726,0.0006051466,0.004002469,0.02414624,0.8219703,0.1353257],"study_design_scores_gemma":[0.000009849615,0.00003843639,0.005243151,0.00006353319,0.000005063146,0.0002861504,0.001436324,0.0001245167,0.0004918197,0.0004203643,0.9918641,0.00001653668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0158584,0.000423976,0.00166326,0.001332902,0.0008508812,0.0002180713,0.00211439,0.0006130007,0.9769251],"genre_scores_gemma":[0.02651511,0.000307784,0.001363235,0.0003640679,0.00002978959,0.00004602563,0.00114304,0.0003051312,0.9699257],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.509382,"threshold_uncertainty_score":0.9755245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004595537235915639,"score_gpt":0.2149016198558287,"score_spread":0.2103060826199131,"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."}}