{"id":"W4394507657","doi":"10.6084/m9.figshare.24082233","title":"Canadian Road Network File for 2021 (shp)","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Business; Internet privacy; World Wide Web; Computer security; Computer network","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004730727,0.0002017549,0.0001857699,0.00004473128,0.0001908491,0.00008360154,0.000410137,0.0002982933,0.9250981],"category_scores_gemma":[0.0004842812,0.0002200212,0.00008683583,0.0002042223,0.000009252803,0.00008101675,0.0002219865,0.0001231141,0.2372221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004367477,"about_ca_system_score_gemma":0.0001002944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2192669,"about_ca_topic_score_gemma":0.703933,"domain_scores_codex":[0.9987602,0.00002236517,0.0001705674,0.0003889486,0.0001682351,0.0004897292],"domain_scores_gemma":[0.9991792,0.00007078308,0.0001114933,0.0004261727,0.000009154631,0.000203184],"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":[0.000001919459,0.000001711607,0.000008650499,0.00004244723,0.000008363293,0.00001333389,0.000001081179,0.0001429728,4.388769e-7,2.272861e-8,0.9992967,0.0004823592],"study_design_scores_gemma":[0.00005506005,0.00001578822,0.001533838,0.0003078089,0.00001157842,0.000005407018,0.000002169335,0.00003649609,0.000002941217,0.00001479726,0.99777,0.0002441417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000003305844,0.0000111697,3.102101e-8,0.00003246219,0.0009047505,0.0004624855,0.9983492,0.00003267653,0.0002039452],"genre_scores_gemma":[5.633106e-7,0.000002756939,0.00007566674,0.0001401786,0.001111789,0.0008691821,0.9970744,0.00003268736,0.0006927774],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.687876,"threshold_uncertainty_score":0.8972206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788739588382486,"score_gpt":0.2240452000076881,"score_spread":0.2061578041238632,"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."}}