{"id":"W2215316846","doi":"10.2139/ssrn.1709569","title":"Consumer Product Safety in Canada: Need to Act, More than Enact?","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Consumer safety; Legislation; Business; Consumer protection; Product (mathematics); Food safety; Marketing; Consumer demand; Action (physics); Consumer law; Risk analysis (engineering); Commerce; Law and economics; Economics; Law; Political science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005612556,0.0001460236,0.0001810223,0.0001561707,0.000217773,0.00009425545,0.0002463672,0.00002185842,0.00008670663],"category_scores_gemma":[0.00009733193,0.0001231181,0.00004329808,0.0003815978,0.00002412753,0.0003750208,0.00006700218,0.001019418,0.00005440358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005496842,"about_ca_system_score_gemma":0.002023978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.31012,"about_ca_topic_score_gemma":0.9775712,"domain_scores_codex":[0.9980481,0.000007268041,0.000252035,0.0001857099,0.0002548896,0.001251963],"domain_scores_gemma":[0.9995493,0.0000131979,0.0001294489,0.0001601534,0.000127302,0.00002057249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002560214,0.0000760732,0.7281556,0.00003042658,0.00016972,0.00001626735,0.0001525178,0.0002727213,0.0019075,0.1375173,0.009495649,0.1219502],"study_design_scores_gemma":[0.001040314,0.00001351473,0.7237653,0.00003521626,0.00003074953,0.00006792787,0.003585472,0.0003433031,0.00006194434,0.01804252,0.2525682,0.0004455413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973192,0.0003187517,0.0000995835,0.01894358,0.000804502,0.0002101853,6.496054e-7,0.00002438568,0.006406396],"genre_scores_gemma":[0.9967241,0.00009346611,0.00002279416,0.001083272,0.0009855002,0.000006373656,0.000002642213,0.00001667081,0.001065135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6674512,"threshold_uncertainty_score":0.694474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00754988065135776,"score_gpt":0.2115767948116444,"score_spread":0.2040269141602866,"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."}}