{"id":"W6948628436","doi":"10.5281/zenodo.10571326","title":"Microsphecodes peckorum Graham & Packer 2024","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Botanical Research and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Pedicel; Holotype; Scutellum; Scape; Paratype","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004304549,0.0001068473,0.00008946151,0.00002246241,0.001604127,0.001431201,0.0007075408,0.00005924462,0.04138624],"category_scores_gemma":[0.0002352128,0.00005090989,0.00007883971,0.0007720427,0.0001426586,0.0001794401,0.000610209,0.0002767309,0.01889299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005932065,"about_ca_system_score_gemma":0.000001661208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002785705,"about_ca_topic_score_gemma":0.000003819157,"domain_scores_codex":[0.9986172,0.0001217023,0.0001632925,0.000402828,0.0002918215,0.0004032033],"domain_scores_gemma":[0.9993652,0.0000723103,0.00002147581,0.000119902,0.000190437,0.0002306641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000120829,0.00006448232,0.000003563399,0.00001688089,0.00001684543,0.000008794015,0.00005615435,8.229441e-7,0.1273536,0.01013995,0.4386668,0.42366],"study_design_scores_gemma":[0.00004713406,0.0001391857,0.001571989,0.00002321714,0.000005201841,0.00003502789,0.0001201114,0.0001511019,0.00112187,0.001752395,0.9949158,0.0001168948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5230057,0.002842378,0.001320984,0.05103881,0.0005246516,0.001830079,0.002819706,0.005576737,0.411041],"genre_scores_gemma":[0.9912429,0.0002596807,0.00008951688,0.0001792834,0.0003293381,1.42324e-7,0.001060811,0.00008297602,0.006755379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5562491,"threshold_uncertainty_score":0.9996957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03378000638999567,"score_gpt":0.2480503025073201,"score_spread":0.2142702961173244,"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."}}