{"id":"W2143804703","doi":"10.1002/ieam.1590","title":"IEAM and the spirit and promise of SETAC","year":2014,"lang":"en","type":"editorial","venue":"Integrated Environmental Assessment and Management","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Engineering ethics; Political science; Sustainable development; Environmental planning; Environmental governance; Corporate governance; Diversity (politics); Environmental ethics; Engineering; Business; Environmental science; 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":[0.08530676,0.001235163,0.001368152,0.003530405,0.01586838,0.05196515,0.003616379,0.01842539,0.01248867],"category_scores_gemma":[0.08210839,0.0009285193,0.001391942,0.003358666,0.03037771,0.03273839,0.03592031,0.04732006,0.008156909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009437034,"about_ca_system_score_gemma":0.03038103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001633703,"about_ca_topic_score_gemma":0.001325818,"domain_scores_codex":[0.9238989,0.03422164,0.002852592,0.00724987,0.02545357,0.006323473],"domain_scores_gemma":[0.9053831,0.02367434,0.004190335,0.01006584,0.02329545,0.03339087],"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":[0.00006219848,0.0001202624,0.0004359808,0.0001616551,0.00002190961,0.0002105669,0.008321843,0.0001771373,0.000346995,0.6668446,0.2845812,0.0387155],"study_design_scores_gemma":[0.000009812612,0.00002654876,0.0001490269,0.0002822229,0.000004229829,0.0001116536,0.002564018,0.000192987,0.0001190669,0.09689973,0.8996086,0.00003204497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00161813,0.009872755,0.004733004,0.889521,0.0251608,0.00003298086,0.00005490013,0.0002077699,0.0687987],"genre_scores_gemma":[0.1676013,0.02005615,0.03010595,0.6180554,0.03734613,0.0004899154,0.0003243233,0.001020232,0.1250006],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.08530676,"threshold_uncertainty_score":0.4511507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005895059398850381,"score_gpt":0.26218479781043,"score_spread":0.2562897384115796,"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."}}