{"id":"W6931883844","doi":"10.5683/sp3/fftydv","title":"Ontario Provincial Election Survey 2022","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Conestoga College; Wilfrid Laurier University","funders":"","keywords":"Census; Sample (material); Population; Survey sampling; Federal election; American Community Survey; Survey data collection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001109575,0.000805093,0.0009817965,0.002787099,0.001896463,0.001745181,0.001576594,0.0005854716,0.02684214],"category_scores_gemma":[0.005546836,0.0005540298,0.0006103787,0.01152955,0.0003032991,0.000571951,0.0009868856,0.0008252701,0.01690793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02024232,"about_ca_system_score_gemma":0.02633333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9626911,"about_ca_topic_score_gemma":0.9844513,"domain_scores_codex":[0.9986755,0.0001173605,0.0001285837,0.0001943421,0.0006356517,0.0002485374],"domain_scores_gemma":[0.9953153,0.0002256367,0.0003943529,0.0002677888,0.003310001,0.0004869039],"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":[0.00006778168,0.00001505921,0.008295682,0.0002245947,0.000027237,0.00002813232,0.0000898017,0.0001477502,0.00003757868,0.0004432111,0.9875571,0.003066108],"study_design_scores_gemma":[0.000154293,0.00001700189,0.1343097,0.0001983466,0.00003689441,0.00004462104,0.0003231587,0.0006108312,0.0001386952,0.0002875254,0.8638424,0.00003648693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000735491,0.0000593022,0.00003547068,0.0001063783,0.00001524908,0.00003436344,0.9965948,0.00003895098,0.002379804],"genre_scores_gemma":[0.003969977,0.0001411211,0.0003131993,0.00008204163,0.00001303108,0.0001885854,0.989345,0.00002981422,0.005917179],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03730893,"threshold_uncertainty_score":0.146869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03559481114748922,"score_gpt":0.3075878728320637,"score_spread":0.2719930616845745,"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."}}