{"id":"W6893869943","doi":"10.5281/zenodo.5456849","title":"Stiphrosoma humerale Rohacek & Barber 2005","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seta; Apex (geometry); Holotype; Sternum; Foramen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007365199,0.0002821505,0.0002482161,0.0007253789,0.0007146866,0.00025192,0.0003875215,0.0003596331,0.02076284],"category_scores_gemma":[0.0001981591,0.0001469532,0.0001571549,0.0002910344,0.0003598114,0.0005361775,0.0005574216,0.000350292,0.006923295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623523,"about_ca_system_score_gemma":0.0002976918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002412806,"about_ca_topic_score_gemma":0.004824304,"domain_scores_codex":[0.9998978,0.00001399054,0.000007167087,0.00003129392,0.00003162104,0.00001810706],"domain_scores_gemma":[0.999904,0.00001277526,0.00003280515,0.0000152812,0.00002349913,0.00001160452],"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":[0.0005059814,0.0001262067,0.01169682,0.002476663,0.0001016689,0.002364268,0.001451463,0.00119952,0.09608588,0.0123739,0.0239416,0.847676],"study_design_scores_gemma":[0.0001292412,0.0006399847,0.186274,0.000767904,0.0001619092,0.01065976,0.001473794,0.001433944,0.01997485,0.002915928,0.7755083,0.0000602635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3570529,0.01869494,0.01403779,0.0006850498,0.0006028689,0.0006379822,0.005522531,0.001185723,0.6015802],"genre_scores_gemma":[0.927395,0.00349045,0.007794634,0.0004264763,0.0001693183,0.000115646,0.002123502,0.00004846185,0.05843649],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02076284,"threshold_uncertainty_score":0.0694586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02893339480899516,"score_gpt":0.2558835908124629,"score_spread":0.2269501960034678,"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."}}