{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005854426,0.001380944,0.00101193,0.002220864,0.001138947,0.003785215,0.001417689,0.001758388,0.9517338],"category_scores_gemma":[0.001719467,0.0005539815,0.00106883,0.001044173,0.0004137777,0.001696796,0.001421353,0.001557829,0.8828173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007822731,"about_ca_system_score_gemma":0.0008129393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002395559,"about_ca_topic_score_gemma":0.004416307,"domain_scores_codex":[0.9997166,0.00002476833,0.00001538538,0.00004614385,0.0001184835,0.0000786843],"domain_scores_gemma":[0.9990508,0.000134497,0.00004045944,0.0001297082,0.0002640845,0.0003804453],"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":[0.0001338538,0.00008945475,0.00007092154,0.0001524569,0.000006322072,0.00007762008,0.000008793297,0.0000349319,0.0005622539,0.001003156,0.951034,0.04682604],"study_design_scores_gemma":[0.00006416078,0.00005449093,0.0004721276,0.00007192049,0.00000416302,0.00005856682,0.00001685692,0.00007258362,0.0004251417,0.0006160245,0.9981346,0.000009272575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004344865,0.0003151469,0.0005282591,0.0006973876,0.007550952,0.0002531728,0.004924504,0.001875297,0.9834208],"genre_scores_gemma":[0.0009042859,0.0001969414,0.0001558346,0.0004102167,0.0008456573,0.00003792969,0.001753018,0.0006041811,0.9950919],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04826623,"threshold_uncertainty_score":0.06884593,"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."}}