{"id":"W6949885821","doi":"10.5281/zenodo.4924154","title":"Ptomaphagus (Adelops) inbio Peck 2003, new species","year":2003,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Aedeagus; Spermatheca; Dorsum; Holotype; Oblique case; Apex (geometry)","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":[0.0002858718,0.0001123315,0.00009957812,0.00002488195,0.001447732,0.0005343345,0.0004379902,0.0000593221,0.04220551],"category_scores_gemma":[0.0005089434,0.0000610415,0.00004348001,0.0007781651,0.00007189605,0.0001945724,0.0002196325,0.000136444,0.005078678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007607791,"about_ca_system_score_gemma":0.000002950265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004990763,"about_ca_topic_score_gemma":0.000004812253,"domain_scores_codex":[0.9988362,0.0001872691,0.0001680755,0.0002921709,0.0002111701,0.0003051538],"domain_scores_gemma":[0.9993117,0.00001773299,0.00006361205,0.00009813848,0.000313982,0.0001948735],"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":[0.00005419849,0.0001717791,0.0001886357,0.000009238643,0.00002029739,0.000009738448,0.0002007098,0.000009211981,0.01131338,0.02348665,0.4221342,0.542402],"study_design_scores_gemma":[0.0001771618,0.0001585152,0.008356912,0.000007319753,0.000005037384,0.00003526043,0.0002596686,0.00001393796,0.001723454,0.0002024768,0.9889215,0.0001387562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6125574,0.0002710205,0.0009257365,0.001430767,0.0002083024,0.000528575,0.0002653607,0.0008272872,0.3829856],"genre_scores_gemma":[0.9958917,0.00005049045,0.0001053856,0.0001306946,0.0002029939,2.626576e-8,0.001165241,0.00001588851,0.002437611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5667874,"threshold_uncertainty_score":0.9998522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04439489026872202,"score_gpt":0.2112151244222478,"score_spread":0.1668202341535258,"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."}}