{"id":"W6931520122","doi":"10.5281/zenodo.5548982","title":"Isoetes jarmaniae D. F. Brunt., G. Kantvilas & M. Garrett 2021, sp. nov.","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Sporangium; Megaspore; Basal plate (neural tube); Holotype; Ovule; Rosette (schizont appearance)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003073036,0.0001354003,0.0001528398,0.00002352842,0.00145054,0.000429501,0.0006219049,0.00009035008,0.06809155],"category_scores_gemma":[0.0003240248,0.00007142556,0.00007807178,0.0005194524,0.0001200393,0.0001299619,0.0008095697,0.0002029093,0.01283707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004724142,"about_ca_system_score_gemma":0.000002157086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000344364,"about_ca_topic_score_gemma":0.000008508046,"domain_scores_codex":[0.9984533,0.0002792758,0.0002013065,0.000441396,0.000219356,0.0004053256],"domain_scores_gemma":[0.9992,0.00004332514,0.00006418594,0.000146305,0.0003809526,0.000165221],"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":[0.00004955884,0.000185602,0.0001117464,0.00001626498,0.00003702034,0.00005229676,0.000179384,0.000002705775,0.3311189,0.001938757,0.3132675,0.3530403],"study_design_scores_gemma":[0.0001547218,0.0001693177,0.01041785,0.00001255054,0.000007373642,0.0001005747,0.0002364036,0.00004513821,0.003785974,0.0001227211,0.9847791,0.0001682704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7144173,0.0008311245,0.00004647104,0.009394186,0.0004531562,0.0003383397,0.0004035762,0.0007946055,0.2733212],"genre_scores_gemma":[0.9916412,0.0004426811,0.000074961,0.0007263125,0.0007058972,3.779287e-8,0.002706188,0.0000851906,0.003617559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6715117,"threshold_uncertainty_score":0.9998494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03083861673201196,"score_gpt":0.2194340657877245,"score_spread":0.1885954490557125,"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."}}