{"id":"W4413705472","doi":"10.1039/d5cc90287h","title":"Contents list","year":2025,"lang":"en","type":"article","venue":"Chemical Communications","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Chemistry","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":[0.00002910613,0.00006004118,0.00006370086,0.000005524611,0.00006790659,0.000011349,0.0006990369,0.00004891474,0.0003581871],"category_scores_gemma":[0.00009578865,0.00006185291,0.00003766798,0.0001817369,0.0002009267,0.00003876481,0.000664933,0.0001630985,0.0001060319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008328422,"about_ca_system_score_gemma":0.000002650844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002230172,"about_ca_topic_score_gemma":0.000001655808,"domain_scores_codex":[0.9996127,0.000005423586,0.0001115911,0.0001071063,0.00005687125,0.0001063187],"domain_scores_gemma":[0.9990708,0.00007806366,0.00001433355,0.000782899,0.000004927761,0.00004897484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000001809821,0.00006138218,0.001374828,0.000005278588,0.000005705501,1.317285e-7,0.00001667599,0.00001249605,0.9891307,0.001182699,0.00689792,0.001310425],"study_design_scores_gemma":[0.0001623904,0.000001020632,0.0002783273,0.00002012602,0.000009993964,0.000001135243,0.00002020509,0.001837153,0.8363002,0.001648379,0.1596212,0.00009988435],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.330668,0.0001892481,0.000575601,0.002900232,0.00003281848,0.00007170126,0.000004544013,0.0001309147,0.665427],"genre_scores_gemma":[0.995988,0.00002046642,0.001448148,0.0003192011,0.00000597469,0.00001190116,0.0000237005,0.000003601078,0.002179024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.66532,"threshold_uncertainty_score":0.3921897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328582281628403,"score_gpt":0.2500939031349788,"score_spread":0.2368080803186948,"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."}}