{"id":"W4394179812","doi":"10.6084/m9.figshare.22317808","title":"Toronto showcase: risk map data","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Geography; Cartography","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":[0.00056215,0.001582322,0.0006532528,0.002725637,0.0005997384,0.001610815,0.001554803,0.001391029,0.08017673],"category_scores_gemma":[0.004383625,0.0005062941,0.0009010951,0.005439891,0.0003568868,0.0009413348,0.001278509,0.001221199,0.06940272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002515551,"about_ca_system_score_gemma":0.002366176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1135271,"about_ca_topic_score_gemma":0.2094396,"domain_scores_codex":[0.9993951,0.00007987423,0.00005539892,0.0001346043,0.000218673,0.0001163801],"domain_scores_gemma":[0.9982669,0.0003757244,0.0001721926,0.0004680083,0.0004830029,0.0002340418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002100809,0.000009058997,0.0004907712,0.0001509544,0.000009817174,0.00001255875,0.00001433282,0.0004078109,0.00004056103,0.0003214061,0.9974784,0.001043376],"study_design_scores_gemma":[0.0001504919,0.00001689666,0.008117547,0.0001652502,0.00001780948,0.00004144451,0.0001273834,0.001636127,0.0003407802,0.0013374,0.9880086,0.00004033389],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000187207,0.0000302645,0.0000416084,0.00006360094,0.00001740123,0.000008085465,0.9982882,0.0003224505,0.001041091],"genre_scores_gemma":[0.001009711,0.00005027984,0.0001830743,0.00002607037,0.000009161461,0.00003664169,0.9975969,0.00007101354,0.001017242],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8864728,"threshold_uncertainty_score":0.2682179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1753921768276858,"score_gpt":0.3878256689079322,"score_spread":0.2124334920802464,"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."}}