{"id":"W2365706","doi":"10.1021/es0725798","title":"Viewpoint: Chemistry for a Sustainable Future","year":2007,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Science Foundation","keywords":"Art history; Library science; Citation; Social media; Art; Computer science; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001115982,0.001181407,0.0005871027,0.001058549,0.001687092,0.006455331,0.001487791,0.007466677,0.3251885],"category_scores_gemma":[0.002762849,0.0004821504,0.0007016747,0.001282378,0.001220711,0.005844926,0.002355359,0.005753818,0.2089672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002494294,"about_ca_system_score_gemma":0.002750896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002261228,"about_ca_topic_score_gemma":0.005047577,"domain_scores_codex":[0.9989279,0.0001121412,0.00003558934,0.0001758716,0.0006169576,0.0001314601],"domain_scores_gemma":[0.9990632,0.0001261439,0.00006335007,0.00008401913,0.0003853265,0.0002780434],"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":[0.000009561496,0.00001197864,0.00002269715,0.0001162841,0.000001524395,0.00002223916,0.00001738441,0.00001245415,0.0002679935,0.003700746,0.982488,0.01332919],"study_design_scores_gemma":[0.000004023654,0.000008921324,0.00005016362,0.00005561076,0.000001624615,0.00002799011,0.00002832356,0.00001093709,0.0001377162,0.001650999,0.9980208,0.000002907059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0006076424,0.04572058,0.001129712,0.2934976,0.1801505,0.0001901217,0.001695347,0.0006582992,0.4763502],"genre_scores_gemma":[0.00546869,0.03065015,0.001136176,0.06911693,0.03084299,0.00008604515,0.0007018128,0.0003826038,0.8616145],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3251885,"threshold_uncertainty_score":0.9625366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001346498422357149,"score_gpt":0.1799598213826099,"score_spread":0.1786133229602528,"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."}}