{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002066345,0.00006897892,0.00009672769,0.00000776211,0.001855998,0.0002464842,0.0003629712,0.00005124016,0.06205547],"category_scores_gemma":[0.0003596551,0.00003210794,0.00004667182,0.0003588355,0.00007374863,0.00005846914,0.0008787976,0.0001136331,0.004957474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003598699,"about_ca_system_score_gemma":3.782253e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001629003,"about_ca_topic_score_gemma":0.000004355928,"domain_scores_codex":[0.9990616,0.0001577669,0.0001159925,0.00026316,0.0001305982,0.000270838],"domain_scores_gemma":[0.9995237,0.00003310568,0.00003415463,0.00006576056,0.0002455043,0.00009779204],"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":[0.00002807444,0.0002344929,0.00008393967,0.00001066174,0.00003864695,0.00007196486,0.0001972728,0.00000544547,0.07331342,0.004716141,0.2212814,0.7000185],"study_design_scores_gemma":[0.00008314713,0.0001829531,0.01468074,0.000003092947,0.000003494848,0.00006982427,0.0003325781,0.00001170035,0.0005434586,0.0003475337,0.9836591,0.00008241449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.785286,0.0002965351,0.00005418909,0.006696093,0.0001352293,0.0001653407,0.0001201371,0.0005719964,0.2066745],"genre_scores_gemma":[0.9964014,0.000236373,0.00006809198,0.0006076394,0.0001976861,2.33493e-8,0.000893507,0.00003122873,0.001564033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7623776,"threshold_uncertainty_score":0.9994435,"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."}}