{"id":"W6893704564","doi":"10.5281/zenodo.4385625","title":"Liogenys brachyclypeata Cherman & Basílio & Mise & Frisch & Smith & Almeida 2020, new species","year":2020,"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":"Canadian Museum of Nature","funders":"","keywords":"Holotype; Paratype; Matrix (chemical analysis); Type (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002376348,0.000652066,0.0004643238,0.00228609,0.001559522,0.0003710921,0.001177601,0.0004318157,0.01135214],"category_scores_gemma":[0.0003027895,0.0002917879,0.0002304579,0.001805877,0.0007420155,0.001131866,0.0006631447,0.0005959706,0.003405152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181582,"about_ca_system_score_gemma":0.001019163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03266066,"about_ca_topic_score_gemma":0.1203606,"domain_scores_codex":[0.9998398,0.00001309639,0.00001291713,0.00004940411,0.00005694866,0.00002780837],"domain_scores_gemma":[0.9998043,0.00002775535,0.00006182154,0.0000213323,0.00006372876,0.00002102574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004227978,0.00009177988,0.02880744,0.0007090464,0.00008424702,0.001273671,0.00246758,0.0003842536,0.01068721,0.003094078,0.02743224,0.9245458],"study_design_scores_gemma":[0.0001667245,0.0004040987,0.4501036,0.0005796718,0.000310963,0.01196742,0.002775018,0.0009239494,0.001614323,0.001466024,0.5296021,0.00008613554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4914761,0.03531007,0.009031988,0.001125486,0.001010568,0.001452739,0.006600571,0.002019371,0.4519731],"genre_scores_gemma":[0.8995448,0.01580121,0.01458555,0.001061372,0.0006654717,0.0008718532,0.006152196,0.0001315992,0.06118583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03266066,"threshold_uncertainty_score":0.06494111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04768035197141532,"score_gpt":0.2482774928099074,"score_spread":0.2005971408384921,"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."}}