{"id":"W6912618742","doi":"10.5281/zenodo.5150829","title":"Pieris napi","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pieris rapae; Pieris brassicae; Pieridae; Lamina; Wing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009847534,0.001021799,0.0003166104,0.001901816,0.0006972051,0.0004948938,0.000528067,0.000331735,0.0282044],"category_scores_gemma":[0.000172854,0.0001616857,0.000150618,0.000972234,0.0002178707,0.0006499419,0.0006804791,0.00047772,0.01552334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003335763,"about_ca_system_score_gemma":0.0002361628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002085474,"about_ca_topic_score_gemma":0.003620479,"domain_scores_codex":[0.999797,0.00001757653,0.00001186617,0.0000533917,0.00008691423,0.00003323643],"domain_scores_gemma":[0.9998957,0.000008326707,0.0000354822,0.000009991058,0.0000276279,0.00002281012],"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":[0.001126145,0.000246105,0.04284988,0.002150884,0.0001017603,0.005255303,0.001682039,0.0003919392,0.2323688,0.01298666,0.09369601,0.6071444],"study_design_scores_gemma":[0.00004059843,0.0003856481,0.1620755,0.0003088335,0.00008408894,0.01482733,0.0008405378,0.0003769146,0.01092967,0.001974656,0.808102,0.00005423911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1793262,0.02310154,0.007434316,0.001681321,0.0008913044,0.001046882,0.02432738,0.001791039,0.7604],"genre_scores_gemma":[0.7597804,0.01238238,0.0162285,0.001570284,0.0005641597,0.0004893122,0.04473965,0.0001681348,0.1640771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0282044,"threshold_uncertainty_score":0.09435314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04401436159312329,"score_gpt":0.2216762270603042,"score_spread":0.1776618654671809,"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."}}