{"id":"W4391831851","doi":"10.1055/s-0040-1720625","title":"SYNFORM ISSUE 2024/03","year":2024,"lang":"en","type":"article","venue":"Synfacts","topic":"Radical Photochemical Reactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Westfälische Wilhelms-Universität Münster; Deutsche Forschungsgemeinschaft; Dalhousie University; European Commission; Alexander von Humboldt-Stiftung","keywords":"Chemistry; Earth science; Geochemistry; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000488687,0.0001389427,0.0001249901,0.00004062687,0.00004856901,0.00009913638,0.0001743757,0.0001498471,0.03492761],"category_scores_gemma":[0.0002385129,0.000121556,0.0001047896,0.0001727673,0.00005959124,0.000145111,0.00004767952,0.0004091079,0.01247292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282231,"about_ca_system_score_gemma":0.00007331379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006972661,"about_ca_topic_score_gemma":0.000003544313,"domain_scores_codex":[0.9990199,0.000002750918,0.0001754827,0.0002724107,0.0002382095,0.0002912686],"domain_scores_gemma":[0.9992617,0.0001781001,0.00001712612,0.000305218,0.00001817815,0.0002196219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001061603,0.00006648541,0.00003568404,0.0004566741,0.0001120254,0.0001609139,0.0001593231,0.000005337631,0.6462409,0.00238761,0.323765,0.02659937],"study_design_scores_gemma":[0.00005200766,0.000004439588,0.00001443269,0.0001063729,0.00001843322,0.00002781298,0.00003132882,0.000280877,0.2694426,0.002174734,0.7277177,0.0001292822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08625542,0.0006523127,0.00002848914,0.001146441,0.0006572568,0.00006267159,0.00003590804,0.0005298779,0.9106316],"genre_scores_gemma":[0.9002978,0.00004225403,0.00009817373,0.0001727253,0.0005142922,0.00003323123,0.00002374851,0.00003363426,0.0987841],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8140424,"threshold_uncertainty_score":0.988296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009736053900346599,"score_gpt":0.2700903839638948,"score_spread":0.2603543300635482,"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."}}