{"id":"W1992289756","doi":"10.2298/abs1302721s","title":"Desmid flora from four peat bogs in Serbia","year":2013,"lang":"en","type":"article","venue":"Archives of Biological Sciences","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Biological Sciences","funders":"Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja","keywords":"Bog; Flora (microbiology); Taxon; Biology; Peat; Botany; Ecology; Paleontology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000228059,0.0003802894,0.0003108552,0.002594907,0.0005946748,0.0004784434,0.0001494442,0.0001157521,0.0005739606],"category_scores_gemma":[0.0001794997,0.0001717097,0.0001175758,0.0009060114,0.0003923987,0.0001609537,0.0004896764,0.0001090881,0.0001115805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738193,"about_ca_system_score_gemma":0.000546327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008834599,"about_ca_topic_score_gemma":0.02822059,"domain_scores_codex":[0.9998965,0.00001649531,0.00001302099,0.00002457395,0.00002028638,0.0000291473],"domain_scores_gemma":[0.9998982,0.00001082424,0.00003910074,0.000006089647,0.00002076506,0.00002501319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001197741,0.0001532083,0.7095298,0.0009923178,0.000135088,0.005842951,0.01128802,0.001153787,0.1261956,0.0007686488,0.0005797596,0.1421631],"study_design_scores_gemma":[0.00001244819,0.0001985231,0.9825329,0.000106978,0.000034159,0.001760869,0.003695775,0.000191433,0.002095297,0.00006082077,0.00930105,0.000009803158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997339,0.001197555,0.0001109263,0.000009177454,0.000005346906,0.000009962165,0.000107011,0.000006469066,0.001214633],"genre_scores_gemma":[0.9978724,0.0008258442,0.0004617177,0.00001224994,0.000003315498,0.000007312235,0.0002516462,0.00000265881,0.0005628877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008834599,"threshold_uncertainty_score":0.01756638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05061854821563292,"score_gpt":0.2150493872200523,"score_spread":0.1644308390044194,"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."}}