{"id":"W4414426544","doi":"10.1039/d5su90041g","title":"Stockholm Declaration on Chemistry for the Future","year":2025,"lang":"en","type":"article","venue":"RSC Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Declaration; Join (topology); Legislation; Government (linguistics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002896477,0.000100276,0.00008022223,0.00000478569,0.0003836882,0.00002992581,0.0001861763,0.00007753032,0.0004439365],"category_scores_gemma":[0.0001089655,0.0000696993,0.00007585078,0.0001257309,0.0001638571,0.00009200356,0.000102689,0.000112599,0.00001415299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154693,"about_ca_system_score_gemma":0.00003262362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006972704,"about_ca_topic_score_gemma":0.00002512465,"domain_scores_codex":[0.9992627,0.00003448073,0.0001152789,0.0002216099,0.0001567496,0.0002091875],"domain_scores_gemma":[0.9994889,0.0001350688,0.00003415891,0.0002931213,0.000009190792,0.00003956468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005819798,0.001654497,0.651269,0.0003822392,0.0001210863,0.000004141159,0.002020739,0.006535062,0.007337064,0.00463554,0.05012739,0.2753313],"study_design_scores_gemma":[0.0005288361,0.00007556338,0.8063781,0.000004582658,0.00003420595,3.042663e-7,0.005316623,0.0006410267,0.004571175,0.03260215,0.1496722,0.0001752139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751254,0.00004791677,0.002951604,0.008816902,0.0001945781,0.001027765,0.000009252489,0.00003320501,0.01179336],"genre_scores_gemma":[0.9927292,0.000007505364,0.00006538213,0.0006478368,0.00008694788,0.0001513005,0.000007096728,0.000004980421,0.006299778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2751561,"threshold_uncertainty_score":0.4860793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006763614382785701,"score_gpt":0.2849439584913052,"score_spread":0.2781803441085194,"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."}}