{"id":"W4388946329","doi":"10.3897/phytokeys.236.109519","title":"New taxa of Plagiothecium (Plagiotheciaceae) from Pakistan","year":2023,"lang":"en","type":"article","venue":"PhytoKeys","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Herbarium; Taxon; Apex (geometry); Botany; Biology; Gametophyte; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008480436,0.0001183497,0.0002095178,0.0000100699,0.0001095095,0.00001709658,0.0002179941,0.00006747961,0.001442555],"category_scores_gemma":[0.00001374408,0.00004248548,0.0001253105,0.0004540145,0.00004081001,0.00004635989,0.00009566383,0.00008025541,0.0002978553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001084894,"about_ca_system_score_gemma":0.000007757294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002830452,"about_ca_topic_score_gemma":0.001121335,"domain_scores_codex":[0.9991254,0.00002661126,0.0001958717,0.0002204193,0.0001801317,0.0002515763],"domain_scores_gemma":[0.9995555,0.0001724101,0.00009040721,0.00006718181,0.00003003053,0.00008443937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001030364,0.00009013686,0.0366646,0.00002181551,0.0001324087,0.00001096385,0.000662735,0.00001198098,0.2340956,0.000672109,0.4288884,0.2986462],"study_design_scores_gemma":[0.0001754922,0.00008776884,0.5607398,0.00002450905,0.00001061899,3.962164e-7,0.0004710304,0.00003171271,0.004273488,0.002604495,0.431415,0.0001656953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847249,0.0004603725,0.00001288919,0.001875471,0.001838974,0.0001233558,0.0001664942,0.0001541647,0.01064334],"genre_scores_gemma":[0.9926602,0.0003894148,0.0001859601,0.0001417398,0.002991753,0.000004761528,0.00005311053,0.00000176932,0.003571265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5240752,"threshold_uncertainty_score":0.9994702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667261405521582,"score_gpt":0.2381509145463864,"score_spread":0.2214783004911706,"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."}}