{"id":"W6894359985","doi":"10.5683/sp3/v0xgp6","title":"Toronto Transit Scores","year":2014,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Transit (satellite); Public transport; Aggregate (composite); Transit system; Urban transit","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":[0.0004502162,0.001538029,0.0008359242,0.003445449,0.000886276,0.001727353,0.001412306,0.0009139581,0.03271457],"category_scores_gemma":[0.004619275,0.0005048571,0.0007440481,0.007339824,0.000356671,0.0008525066,0.001270066,0.001174783,0.02139982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006849653,"about_ca_system_score_gemma":0.004818434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7210689,"about_ca_topic_score_gemma":0.8721637,"domain_scores_codex":[0.999225,0.0000785705,0.00006765698,0.0001863503,0.0002903932,0.0001519909],"domain_scores_gemma":[0.9978927,0.0001589469,0.0002329886,0.0002997404,0.001130639,0.000284924],"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":[0.00004438829,0.000009911132,0.005848648,0.0002221912,0.00004084366,0.00002190738,0.00006571136,0.0005557649,0.00005324381,0.0005422068,0.9906245,0.001970808],"study_design_scores_gemma":[0.0001350246,0.00002317067,0.08819825,0.0002627759,0.00006884027,0.00009475346,0.0004352613,0.001964601,0.0003829242,0.000652209,0.9077096,0.00007270205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007338266,0.00004584184,0.00003394211,0.00004733334,0.00001593194,0.000006263527,0.9982309,0.000123265,0.0007628221],"genre_scores_gemma":[0.002635646,0.00004370794,0.0001297903,0.0000132098,0.000006214274,0.00002183723,0.995924,0.00003525939,0.001190446],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2789311,"threshold_uncertainty_score":0.5611476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165999425928554,"score_gpt":0.2722953218648999,"score_spread":0.2556953792720444,"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."}}