{"id":"W6969099317","doi":"10.5281/zenodo.4385660","title":"Liogenys lucialmeidae 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":"Paratype; Holotype; Yucatan peninsula; Kola peninsula; 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":[0.0002083874,0.0006076292,0.0003212778,0.001554353,0.001226261,0.0003774365,0.0008082338,0.0004288324,0.01517337],"category_scores_gemma":[0.0003237027,0.0002601822,0.0001890053,0.001165216,0.0008512289,0.00126956,0.0006574193,0.0005528945,0.003433079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290206,"about_ca_system_score_gemma":0.001012727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03554055,"about_ca_topic_score_gemma":0.134541,"domain_scores_codex":[0.9998497,0.00001281868,0.00001103839,0.00003702903,0.00005707613,0.00003222852],"domain_scores_gemma":[0.9998463,0.00001942589,0.0000563441,0.00001787814,0.00003980225,0.00002012219],"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":[0.0003484426,0.00007381916,0.03827684,0.0005553772,0.00004445576,0.0007659384,0.001810063,0.0002716315,0.00502821,0.003273693,0.03222099,0.9173306],"study_design_scores_gemma":[0.00008571683,0.0002752989,0.4727801,0.000595819,0.0001274154,0.006569632,0.001708231,0.0006758503,0.0008351891,0.001036523,0.5152557,0.00005446857],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.402742,0.03593278,0.005299203,0.001162825,0.0008199879,0.0008787123,0.004203734,0.001609592,0.5473512],"genre_scores_gemma":[0.9003869,0.0124576,0.01059457,0.0009531457,0.0006672413,0.0004768365,0.003436814,0.00008860168,0.07093818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03554055,"threshold_uncertainty_score":0.07066739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04400596005210507,"score_gpt":0.2459910729397416,"score_spread":0.2019851128876365,"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."}}