{"id":"W2018500445","doi":"10.1039/c1cs90064a","title":"Green Chemistry: present and future","year":2012,"lang":"en","type":"review","venue":"Chemical Society Reviews","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Chemistry; Environmental chemistry; Biochemical engineering; Nanotechnology; Engineering; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002297434,0.0006167552,0.001549115,0.000001963036,0.0000567124,0.00002586425,0.0004728967,0.0007138071,0.003220777],"category_scores_gemma":[0.00001342881,0.0004622513,0.001064346,0.0002499404,0.0002128538,0.00008623512,0.0006709205,0.0008030992,0.0003439024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002808748,"about_ca_system_score_gemma":0.00001005668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005793286,"about_ca_topic_score_gemma":2.921045e-8,"domain_scores_codex":[0.9979839,0.00002080234,0.0006131115,0.0006227248,0.0002380945,0.0005213071],"domain_scores_gemma":[0.9987448,0.00005478106,0.0002383498,0.0005275008,0.000003454629,0.0004311318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[2.983545e-7,0.0000305659,0.000001082357,0.02295735,0.00003458153,5.741215e-7,0.00003303082,2.61533e-8,0.001681896,6.908236e-7,0.01751886,0.957741],"study_design_scores_gemma":[0.00005905384,0.00000116684,1.154625e-7,0.001228619,0.0004705333,0.00004465412,0.000003531877,0.000005796342,0.0007125493,0.000007930367,0.9969546,0.0005114517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008501758,0.9939664,0.000004823234,0.00008744885,0.00005491288,0.0004052602,0.00001551741,0.00006159647,0.005395561],"genre_scores_gemma":[5.387274e-7,0.9946911,0.000681918,0.00005844392,0.002837936,0.0001730211,0.0001417509,0.00005291976,0.001362371],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9794357,"threshold_uncertainty_score":0.9997829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708640198383419,"score_gpt":0.2625377173766083,"score_spread":0.2354513153927741,"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."}}