{"id":"W6888894317","doi":"10.25318/3410025001-eng","title":"Inventory of publicly owned public transit assets by year of completed construction or purchase, Infrastructure Canada, inactive","year":2019,"lang":"en","type":"dataset","venue":"Statistics Canada Dissemination","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public transport; Transit (satellite); Transit system; Rail transit; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003300857,0.000668701,0.001139521,0.0006030858,0.0001252162,0.0000669179,0.0007279968,0.0004358969,0.00113323],"category_scores_gemma":[0.001913227,0.000684643,0.00005447286,0.001165008,0.0003659587,0.0002879906,0.00008070294,0.0007261126,0.000004365016],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003829838,"about_ca_system_score_gemma":0.01569438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9754505,"about_ca_topic_score_gemma":0.9988465,"domain_scores_codex":[0.9945549,0.0003287721,0.001316995,0.0006898495,0.002497955,0.0006115552],"domain_scores_gemma":[0.9935006,0.0005951675,0.002512978,0.0008563752,0.002177889,0.0003569543],"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":[0.0002014529,0.00007917175,0.0003957017,0.001034603,0.0003570066,0.0000258749,0.00003495624,0.00002802191,0.0006873966,0.0003973551,0.9956696,0.001088885],"study_design_scores_gemma":[0.001756589,0.000306674,0.02509658,0.0004340776,0.0006458264,0.00003630899,0.00183418,0.0003649225,0.001558863,0.0001460097,0.9664555,0.00136444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002128806,0.00005300136,0.0008330951,0.00008632328,0.0009745259,0.0009338337,0.9949388,0.00001676551,0.00003484164],"genre_scores_gemma":[0.04798906,0.00002357483,0.0005603087,0.00003679998,0.00004122928,0.00003581467,0.9510972,0.0001066783,0.0001093642],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04586025,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148238592914784,"score_gpt":0.2517597471252123,"score_spread":0.2402773611960645,"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."}}