{"id":"W6969270175","doi":"10.5683/sp3/hbglqm","title":"CIW - Community Wellbeing Survey - Region of Waterloo","year":2016,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"General partnership; Survey data collection; Perception; Questionnaire; Index (typography); Survey methodology; Survey instrument","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":[0.0009366834,0.00107566,0.0009860275,0.002542153,0.0009642995,0.001257508,0.002069246,0.0006582494,0.01759572],"category_scores_gemma":[0.00499995,0.0005888343,0.0006623676,0.009525724,0.0003054299,0.0007888193,0.001277036,0.0009478169,0.009922632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005796626,"about_ca_system_score_gemma":0.008079994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8007416,"about_ca_topic_score_gemma":0.8702387,"domain_scores_codex":[0.9989687,0.0001388458,0.0001615241,0.0002218673,0.0003204385,0.0001886572],"domain_scores_gemma":[0.9973783,0.0001677799,0.000342561,0.0002140842,0.001625682,0.0002715927],"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":[0.0001517549,0.00006100288,0.02694978,0.0008550287,0.0000837792,0.00006248651,0.0002912772,0.0002053531,0.0001576437,0.0005392611,0.9644813,0.006161281],"study_design_scores_gemma":[0.0003539752,0.00004174718,0.3169942,0.000524394,0.00006997273,0.00009227807,0.0009133944,0.0006738899,0.0003142664,0.0004517079,0.6794809,0.0000892614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001040662,0.00005408575,0.00006622283,0.00005162636,0.000009202572,0.00007215227,0.997475,0.00005720635,0.001173861],"genre_scores_gemma":[0.002886712,0.0000965768,0.0002803351,0.00005028869,0.000006321257,0.0004320667,0.9943811,0.00002181542,0.001844796],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1992584,"threshold_uncertainty_score":0.4008638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05780000084760002,"score_gpt":0.2910015859595683,"score_spread":0.2332015851119683,"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."}}