{"id":"W6906205269","doi":"10.17605/osf.io/zjksp","title":"Support for behavioural insights policies in Canada","year":2023,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Exploratory research; Survey data collection; Behavioural economics; Government (linguistics); Survey research; Public policy","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":[0.01123562,0.0003511337,0.0005227759,0.001331526,0.01365934,0.005740729,0.001455402,0.001331243,0.008501128],"category_scores_gemma":[0.02620155,0.0004543859,0.0003424281,0.003050809,0.004549429,0.001639606,0.002835539,0.001659364,0.0005952558],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08477496,"about_ca_system_score_gemma":0.193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9802113,"about_ca_topic_score_gemma":0.9903072,"domain_scores_codex":[0.9855538,0.005400914,0.0005390486,0.001157257,0.003488605,0.003860359],"domain_scores_gemma":[0.9644448,0.01345,0.003378739,0.002060262,0.008454202,0.008212048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002923359,0.005426236,0.4257752,0.001627174,0.0001434936,0.0008855862,0.2048342,0.003512523,0.008190662,0.05162553,0.06016469,0.2348914],"study_design_scores_gemma":[0.0008075119,0.001516254,0.4856841,0.0009546455,0.0001441903,0.0001133617,0.2000471,0.005521195,0.003800163,0.006281479,0.2946871,0.0004429981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9235567,0.0002836294,0.001803151,0.007542883,0.00006196167,0.001408768,0.003148977,0.0001963177,0.06199756],"genre_scores_gemma":[0.9867033,0.0002500508,0.003655589,0.001652607,0.00001161915,0.0009997208,0.0005851388,0.00002248793,0.006119502],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.915225,"threshold_uncertainty_score":0.6150883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05623474156203268,"score_gpt":0.3560798007891662,"score_spread":0.2998450592271336,"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."}}