{"id":"W6968859773","doi":"10.5281/zenodo.5025897","title":"Liogenys genieri Smith & Cherman 2021, new species","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":"Canadian Museum of Nature","funders":"","keywords":"Holotype; Paratype; Apex (geometry); Taxonomy (biology); Male genitalia","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":[0.0002610805,0.001048353,0.000553764,0.001801861,0.00279759,0.0005553989,0.001248271,0.0006997281,0.02003941],"category_scores_gemma":[0.0004012371,0.0003295402,0.0002458866,0.00197162,0.001232207,0.001467242,0.001078317,0.001246278,0.005860955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357682,"about_ca_system_score_gemma":0.001206561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02662466,"about_ca_topic_score_gemma":0.08844496,"domain_scores_codex":[0.9997936,0.00002426983,0.00001356448,0.00006659221,0.00006314512,0.00003884363],"domain_scores_gemma":[0.9998201,0.00002410513,0.00006949705,0.00002094582,0.0000451505,0.00002023639],"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":[0.0004754622,0.00008133512,0.01952451,0.0009198271,0.00005974744,0.002540073,0.003167447,0.0006593322,0.004382229,0.00806639,0.143127,0.8169968],"study_design_scores_gemma":[0.0000796309,0.0002008585,0.0912628,0.0006309722,0.0001203427,0.007201587,0.001470689,0.0005414747,0.0006787489,0.003024038,0.8947409,0.00004797128],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.162618,0.0489224,0.009213949,0.003815157,0.002556026,0.001367164,0.008681861,0.002790218,0.7600353],"genre_scores_gemma":[0.7641753,0.03153244,0.02536853,0.004567304,0.003241911,0.001169449,0.01041607,0.0003154699,0.1592135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02662466,"threshold_uncertainty_score":0.06703848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03947003047725774,"score_gpt":0.251472839837221,"score_spread":0.2120028093599632,"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."}}