{"id":"W4234630163","doi":"10.2298/jsc131228100b","title":"Commentary on the article titled \"Investigation of the microbial diversity of an extremely acidic, metal-rich water body (Lake Robule, Bor, Serbia)\" by Srdjan Stankovic, Ivana Moric, Aleksandar Pavic, Branka Vasiljevic, D. Barrie Johnson and Vladica Cvetkovic, published in the Journal of the Serbian chemical society, volume 79, issue 6, pages: 729-741","year":2014,"lang":"en","type":"article","venue":"Journal of the Serbian Chemical Society","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serbian; Diversity (politics); Environmental chemistry; Chemistry; Philosophy; Anthropology; Sociology; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002552574,0.0003094296,0.0005468916,0.0000207755,0.0006109862,0.00009739211,0.001622019,0.0001924072,0.0009249729],"category_scores_gemma":[0.0001329112,0.0001304513,0.000637057,0.0003301714,0.001052245,0.0004541043,0.0004695585,0.001060657,0.000003432215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007438823,"about_ca_system_score_gemma":0.00005432748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007782938,"about_ca_topic_score_gemma":0.0006606507,"domain_scores_codex":[0.9966753,0.0006677904,0.0008514798,0.0002386328,0.001136879,0.000429878],"domain_scores_gemma":[0.9980677,0.0003297902,0.0008195914,0.0004919218,0.000113182,0.0001778098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002956055,0.0003235199,0.4665279,0.0001347533,0.0005856553,0.000002305115,0.008971124,0.0001811842,0.2641202,0.000002729215,0.2579128,0.0009422467],"study_design_scores_gemma":[0.003751663,0.0005383529,0.4686909,0.00028001,0.000947347,0.0001152464,0.005926435,0.002502905,0.4852149,0.0008635098,0.0306066,0.0005621318],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639578,0.0003597607,0.000007051768,0.03492593,0.0001951483,0.00029635,0.00008779041,0.000004616928,0.0001655672],"genre_scores_gemma":[0.993558,0.0003566338,0.0001497378,0.005565921,0.0002686345,7.422055e-7,0.00001687089,0.00001182348,0.00007163363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2273062,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007693211236882398,"score_gpt":0.1752082166586111,"score_spread":0.1675150054217286,"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."}}