{"id":"W6942298636","doi":"10.14288/1.0388849","title":"Canada's transportation problem","year":2020,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Public transport; Postal service; Transportation planning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006121644,0.0009419224,0.0009664223,0.00224854,0.00896072,0.009592983,0.00233747,0.003052925,0.09557951],"category_scores_gemma":[0.003813345,0.0005136795,0.0006486174,0.007469204,0.002015996,0.004032604,0.002242227,0.004249759,0.009629072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04156298,"about_ca_system_score_gemma":0.04569279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9201564,"about_ca_topic_score_gemma":0.9039959,"domain_scores_codex":[0.9989401,0.0001311567,0.00003352993,0.0002557806,0.0002866989,0.0003526864],"domain_scores_gemma":[0.9987403,0.0001879834,0.00006283292,0.00008499972,0.0007117373,0.0002121661],"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":[0.00002424985,0.000008582429,0.000526853,0.00009710249,0.00001473704,0.0001187008,0.0001557126,0.00148628,0.0000261683,0.3551352,0.6205339,0.02187245],"study_design_scores_gemma":[0.00002441702,0.000004005903,0.001035654,0.000235483,0.00001467903,0.0001474856,0.0006880062,0.004462522,0.00005234719,0.08906366,0.9042457,0.00002600103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006529503,0.01176318,0.007900944,0.05132176,0.001811549,0.0001188849,0.02557428,0.0004682473,0.8945117],"genre_scores_gemma":[0.2211641,0.02218988,0.01231988,0.01015936,0.000900122,0.0002831609,0.02614749,0.0004436776,0.7063924],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09557951,"threshold_uncertainty_score":0.3197453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006932748462769696,"score_gpt":0.1353033924946179,"score_spread":0.1283706440318482,"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."}}