{"id":"W4236152395","doi":"10.2172/1225611","title":"International Comparison of Product Certification and Verification Methods for Appliances","year":2012,"lang":"en","type":"report","venue":"","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Enforcement; Product certification; Product (mathematics); Business; Compliance (psychology); China; Accounting; Marketing; Environmental economics; Economics; Political science; Management; Law","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":[0.02545774,0.0006702096,0.0004170507,0.006790338,0.001138068,0.002025906,0.001382335,0.0007406267,0.004170235],"category_scores_gemma":[0.02896524,0.0002884876,0.001037938,0.005896983,0.001319267,0.002283215,0.001419202,0.0009873987,0.00143705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003281602,"about_ca_system_score_gemma":0.003144481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008947337,"about_ca_topic_score_gemma":0.01719212,"domain_scores_codex":[0.9754861,0.007374226,0.002435668,0.001975426,0.0120844,0.0006441757],"domain_scores_gemma":[0.9554946,0.008887529,0.003069322,0.004917713,0.02716067,0.0004701025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001789689,0.0007316209,0.05712225,0.002597532,0.0002309324,0.000206564,0.002360282,0.005463925,0.025988,0.02315313,0.02216961,0.8581865],"study_design_scores_gemma":[0.0001933053,0.003433972,0.299124,0.001960326,0.0006350031,0.001558313,0.006117272,0.009706722,0.211092,0.005664157,0.4602022,0.0003128483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4216149,0.03970758,0.170175,0.00329984,0.003282262,0.002282934,0.007477515,0.001798152,0.3503619],"genre_scores_gemma":[0.7457088,0.01483653,0.1887496,0.0005172307,0.000196015,0.0008853918,0.01363939,0.0007734885,0.03469356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02545774,"threshold_uncertainty_score":0.134635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1819621104907049,"score_gpt":0.4567268141097582,"score_spread":0.2747647036190533,"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."}}