{"id":"W6948991062","doi":"10.5281/zenodo.10943453","title":"Bryobia praetiosa Koch 1836","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PEAR; Uttar pradesh; Distribution (mathematics); Pyrus communis; Host (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003025426,0.0000974643,0.00009053371,0.00002498602,0.001696737,0.0007485213,0.0004494882,0.0000493817,0.01958881],"category_scores_gemma":[0.00009402769,0.00004299858,0.00006511456,0.0005465064,0.00009047034,0.0001284286,0.0005637236,0.0001771621,0.008688003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004597433,"about_ca_system_score_gemma":7.880956e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003272342,"about_ca_topic_score_gemma":0.000002406333,"domain_scores_codex":[0.9989599,0.0001076187,0.0001355928,0.000319268,0.0002055666,0.000272076],"domain_scores_gemma":[0.9996156,0.00002953485,0.00002473229,0.00007413901,0.0001587279,0.00009723681],"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":[0.000009764309,0.00003825696,0.000002767305,0.00002290183,0.00002143007,0.0000125229,0.000191071,0.000001476043,0.0101985,0.002342935,0.4795017,0.5076567],"study_design_scores_gemma":[0.00004924827,0.0001861099,0.003113778,0.00002714051,0.000006525774,0.00005645371,0.0002438441,0.0001078958,0.00009470993,0.0001937847,0.9958081,0.0001124631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3494201,0.002352876,0.0002327018,0.0156289,0.002972401,0.0008772715,0.000724012,0.004365615,0.6234261],"genre_scores_gemma":[0.9915975,0.0004583601,0.00005602073,0.0002164575,0.001963727,4.107006e-8,0.0008789044,0.000104753,0.004724292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6421773,"threshold_uncertainty_score":0.9996029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02863098109490194,"score_gpt":0.2223189416867901,"score_spread":0.1936879605918882,"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."}}