{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007815468,0.00006909772,0.00008608786,0.00002582464,0.00003552961,0.00004093412,0.00003983114,0.00004315412,0.00003471547],"category_scores_gemma":[0.00001079382,0.00006322407,0.00003333034,0.00005044958,0.00001103539,0.00008415978,0.00001286743,0.000100291,0.00008559077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000457356,"about_ca_system_score_gemma":0.00001504766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000980124,"about_ca_topic_score_gemma":6.897465e-7,"domain_scores_codex":[0.9995185,0.000001368388,0.0001286502,0.00009333194,0.00009164298,0.0001664768],"domain_scores_gemma":[0.9997364,0.000004916616,0.00002292029,0.0001908883,0.00002033835,0.0000244809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001074723,0.00001101335,0.4151101,0.0003394835,0.0001109904,0.00206994,0.001705108,0.04402102,0.4897488,0.002056463,0.01010088,0.03471551],"study_design_scores_gemma":[0.0003094118,0.00002351096,0.138937,0.0001785266,0.00001602647,0.001819247,0.000133481,0.004490099,0.1445134,0.0005862557,0.7084536,0.0005394996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8920212,0.00004969993,0.001469644,0.000007079239,0.002100652,0.00004861669,1.961092e-7,0.0002448859,0.104058],"genre_scores_gemma":[0.9967389,0.000002443305,0.001098331,0.00001574851,0.0002579386,0.000002004273,0.000001899571,0.00001804853,0.001864744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6983527,"threshold_uncertainty_score":0.2578203,"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."}}