{"id":"W4416884757","doi":"10.37665/srdteng22424","title":"How to Cope with the Next Wave in Substance Regulations","year":2011,"lang":"","type":"article","venue":"Soldering and Reliability Conferences","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Directive; Carbon footprint; Conformity assessment; Sustainability; European union; Electronics; Legislature; Declaration; Hazardous waste","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0575695,0.001257257,0.001040743,0.002753678,0.005383952,0.01462907,0.004818074,0.02011853,0.01994852],"category_scores_gemma":[0.08841626,0.001340773,0.002717319,0.00147904,0.008636817,0.02401751,0.006635129,0.02245457,0.01324063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003757657,"about_ca_system_score_gemma":0.01893749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007040459,"about_ca_topic_score_gemma":0.005245944,"domain_scores_codex":[0.9473221,0.01359563,0.004859497,0.003654725,0.02735638,0.00321165],"domain_scores_gemma":[0.8655205,0.04242564,0.007871692,0.0212252,0.05646649,0.006490586],"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":[0.00007574462,0.0005094823,0.003081857,0.0007323425,0.0001009541,0.001208722,0.0027951,0.003990268,0.006325273,0.2745726,0.4753001,0.2313075],"study_design_scores_gemma":[0.00002245333,0.0000940609,0.000714812,0.0004858304,0.00002553216,0.0005100995,0.001270768,0.0009394799,0.001890714,0.04530859,0.9486223,0.0001153969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01269527,0.008764002,0.1291799,0.6457365,0.03018216,0.0008414488,0.0004353758,0.003916753,0.1682485],"genre_scores_gemma":[0.09980378,0.01150339,0.2796982,0.3924601,0.01044818,0.00126572,0.001295718,0.002824877,0.2007001],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0575695,"threshold_uncertainty_score":0.3044602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04281571616340393,"score_gpt":0.2161770390444017,"score_spread":0.1733613228809978,"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."}}