{"id":"W6931677026","doi":"10.5281/zenodo.7875263","title":"FIGURES 549–560 in Morphological and molecular characterization of twenty-five new Diploneis species (Bacillariophyta) from Lake Tanganyika and its surrounding areas","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Holotype; Scale (ratio); Characterization (materials science); Paratype; Morphology (biology)","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":[0.00004361446,0.0003176517,0.0001452251,0.00184693,0.000747391,0.0002546143,0.0002599603,0.0002427956,0.04961017],"category_scores_gemma":[0.0001580017,0.0001541845,0.0002026592,0.001318478,0.0003790831,0.0003203838,0.000447,0.0003162261,0.005567775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000487647,"about_ca_system_score_gemma":0.0002260972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01129855,"about_ca_topic_score_gemma":0.02738039,"domain_scores_codex":[0.9999496,0.000002672527,0.000006447639,0.00002159162,0.00001211877,0.000007591157],"domain_scores_gemma":[0.9999431,0.000008943564,0.00001861004,0.000006590095,0.00001047995,0.00001219655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001252631,0.0001249708,0.1040079,0.003010187,0.0001350952,0.006889086,0.007367251,0.002259853,0.3606956,0.006222135,0.07197838,0.4360569],"study_design_scores_gemma":[0.00005364785,0.0001196854,0.682775,0.0003480787,0.0001083878,0.004884228,0.001615206,0.001188964,0.01262759,0.00105088,0.2951749,0.00005340987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6815292,0.00491782,0.01274178,0.0008129491,0.0005813696,0.0005799484,0.06437359,0.001517582,0.2329457],"genre_scores_gemma":[0.850171,0.001371873,0.01452206,0.0001606463,0.00007233971,0.0003500665,0.03791048,0.0002677472,0.0951737],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04961017,"threshold_uncertainty_score":0.1659625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04983350904363701,"score_gpt":0.2623374044250241,"score_spread":0.2125038953813871,"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."}}