{"id":"W2611950864","doi":"10.1111/rego.12161","title":"A worldwide consensus on nudging? Not quite, but almost","year":2017,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003825783,0.00009232727,0.0001092802,0.00002235378,0.001226378,0.0002335165,0.0002961541,0.00005481129,0.0006148189],"category_scores_gemma":[0.0005039817,0.00009509802,0.00005778535,0.00006215547,0.0002573193,0.0001799053,0.00004914042,0.00007206125,0.00047594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000188785,"about_ca_system_score_gemma":0.00005544685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002802224,"about_ca_topic_score_gemma":0.003799662,"domain_scores_codex":[0.998786,0.00006679154,0.0001568699,0.000238123,0.000525951,0.0002262039],"domain_scores_gemma":[0.9988921,0.00005756232,0.0004426698,0.0004607258,0.00006647514,0.00008049372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009981963,0.00008137197,0.006552812,0.00001203324,0.00001982677,0.00001175004,0.003949882,0.0003584933,0.00103872,0.7370396,0.1048064,0.1460292],"study_design_scores_gemma":[0.0002272463,0.000009668853,0.4432595,0.00003023087,0.000004639751,2.219181e-7,0.0002008385,0.0002307214,0.0001045237,0.0006733962,0.5551604,0.00009864097],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4553574,0.00003595841,0.0004610674,0.0550106,0.001064448,0.0004330938,0.00002332379,0.0001572053,0.4874569],"genre_scores_gemma":[0.8882656,0.0001467889,0.0003048856,0.0009799246,0.0003025216,0.00001007502,0.000001995198,0.000008703901,0.1099795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7363663,"threshold_uncertainty_score":0.9432434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03852498133838284,"score_gpt":0.331879904024158,"score_spread":0.2933549226857752,"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."}}