{"id":"W6912202319","doi":"10.5281/zenodo.15299141","title":"Phyllodurus undetermined","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seta; Rostrum; Antenna (radio); Margin (machine learning)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009072216,0.0005911996,0.000282609,0.001852244,0.001005458,0.0003077533,0.0005434472,0.0005590991,0.01545323],"category_scores_gemma":[0.000447969,0.0001983415,0.0001798287,0.001182906,0.000685266,0.0008072382,0.0006668846,0.0003328384,0.006578581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003838013,"about_ca_system_score_gemma":0.0002146549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797153,"about_ca_topic_score_gemma":0.002495124,"domain_scores_codex":[0.9998158,0.00001447486,0.00001787673,0.00008455162,0.0000387687,0.00002864582],"domain_scores_gemma":[0.9996765,0.00004741572,0.0001546515,0.00004717801,0.00005003444,0.00002425854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001492587,0.0002220394,0.09890899,0.002250089,0.00008137396,0.006369703,0.003421487,0.001116674,0.0649609,0.005247328,0.02141065,0.7945182],"study_design_scores_gemma":[0.00009496375,0.0005728762,0.4843439,0.001147714,0.0001600086,0.01784883,0.001728381,0.001343899,0.008866308,0.001946556,0.4818988,0.00004779611],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6579413,0.01601808,0.007395439,0.0005621104,0.0007372756,0.0002274105,0.004774224,0.001024027,0.3113201],"genre_scores_gemma":[0.977236,0.001224516,0.002888866,0.0002787387,0.0001350479,0.00005787452,0.001715002,0.0000360634,0.01642783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01545323,"threshold_uncertainty_score":0.05169618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327106491225453,"score_gpt":0.3003422667989453,"score_spread":0.2770712018866908,"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."}}