{"id":"W6892990564","doi":"10.5281/zenodo.14187350","title":"Calliephialtes notanda","year":2022,"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":"Lepidoptera genitalia; Larva; Statistical analysis; Period (music)","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":[0.0001593615,0.001379722,0.0005102214,0.001696187,0.002906438,0.0008484239,0.00106147,0.001229059,0.07990175],"category_scores_gemma":[0.0006242334,0.0003635362,0.000237798,0.001037277,0.0009040879,0.001446908,0.001370038,0.00155668,0.02519595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001682463,"about_ca_system_score_gemma":0.001187862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03814331,"about_ca_topic_score_gemma":0.08624399,"domain_scores_codex":[0.9996655,0.00002913912,0.00001949027,0.0001190309,0.0001037262,0.00006310958],"domain_scores_gemma":[0.9998171,0.00002818631,0.0000508268,0.00002290482,0.00006136381,0.00001967262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003339442,0.00009864461,0.0070637,0.001419005,0.00002732582,0.003928736,0.002685134,0.0004054006,0.007331502,0.01979777,0.1836971,0.7732117],"study_design_scores_gemma":[0.00001894839,0.00004382338,0.02321323,0.0004632851,0.00002416034,0.002947338,0.0006524781,0.00008238171,0.0005514178,0.001272643,0.9707153,0.00001499636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03303497,0.01418861,0.002538827,0.002180096,0.002594889,0.0003682812,0.003941396,0.0007869057,0.9403661],"genre_scores_gemma":[0.4886585,0.01147855,0.007913953,0.002856135,0.001561875,0.0005934813,0.005900391,0.0004993926,0.4805379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07990175,"threshold_uncertainty_score":0.267298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763076530349954,"score_gpt":0.2830013865552487,"score_spread":0.2553706212517491,"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."}}