{"id":"W6912397009","doi":"10.5281/zenodo.4784028","title":"Republica Archibald & Cannings 2021, new genus","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Botany and Geology in Latin America and Caribbean","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Royal British Columbia Museum","funders":"","keywords":"Apex (geometry); Genus; Margin (machine learning); Space (punctuation); Row","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":[0.0001528611,0.0006276994,0.0004595832,0.002405401,0.002556793,0.0008594175,0.0008912647,0.0005075369,0.01798723],"category_scores_gemma":[0.0004716725,0.0001991693,0.0002995812,0.001749975,0.001061444,0.0008851991,0.0007584546,0.001129077,0.004354552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002851896,"about_ca_system_score_gemma":0.0017828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07733946,"about_ca_topic_score_gemma":0.1749771,"domain_scores_codex":[0.9998108,0.00001264327,0.000013141,0.00006276531,0.00006451146,0.0000362616],"domain_scores_gemma":[0.9998792,0.00001476412,0.00002670654,0.00002181167,0.00004431113,0.00001317146],"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":[0.0005783886,0.00006166476,0.009509237,0.0009625347,0.00006491516,0.001005286,0.001890071,0.00102498,0.01334191,0.01991901,0.06585067,0.8857914],"study_design_scores_gemma":[0.00005002144,0.00007895818,0.07231308,0.0003129505,0.0001367096,0.001711649,0.0007620452,0.0008788782,0.001187904,0.003508841,0.9190128,0.00004615016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1078271,0.03500574,0.005847894,0.001189264,0.002103814,0.0005623554,0.006881218,0.002016084,0.8385664],"genre_scores_gemma":[0.7388735,0.01751086,0.02432507,0.001487731,0.0008813952,0.0004029849,0.008171948,0.0003541512,0.2079923],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07733946,"threshold_uncertainty_score":0.1537786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379322787360289,"score_gpt":0.2157328239779579,"score_spread":0.191939596104355,"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."}}