{"id":"W6949857699","doi":"10.5281/zenodo.3866801","title":"Cylindroiulus abaligetanus Verhoeff 1901","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Habitat; Distribution (mathematics); Vegetation (pathology); Bark (sound)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001138669,0.0004025447,0.0002035044,0.001230013,0.0005840067,0.0002877594,0.0005471858,0.0003025122,0.0169919],"category_scores_gemma":[0.0003096404,0.0001432991,0.0001029473,0.0005788173,0.0003333264,0.0005965792,0.0004870345,0.000207828,0.004834374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002881915,"about_ca_system_score_gemma":0.0001433822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006962226,"about_ca_topic_score_gemma":0.01245455,"domain_scores_codex":[0.9998671,0.00001617711,0.00001654372,0.00003778195,0.00004193751,0.00002040147],"domain_scores_gemma":[0.9998446,0.00003015023,0.00006615737,0.00001226736,0.00003083056,0.00001595724],"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":[0.0002547198,0.0001217794,0.05117994,0.0006806521,0.00003659138,0.0007985362,0.0006760418,0.0004971396,0.01619029,0.002204579,0.01270131,0.9146585],"study_design_scores_gemma":[0.00004035664,0.0004729096,0.7848375,0.0007482352,0.0000589068,0.006030092,0.0009747769,0.0006597862,0.002587986,0.001348818,0.2022078,0.00003277266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2645591,0.02162772,0.004065623,0.000250998,0.0004091379,0.0004730158,0.003559896,0.0005086115,0.7045461],"genre_scores_gemma":[0.9686589,0.003632966,0.002879104,0.000158685,0.000143563,0.0001139055,0.002239771,0.00002182066,0.02215136],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0169919,"threshold_uncertainty_score":0.05684352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04355900710757298,"score_gpt":0.2426515695942121,"score_spread":0.1990925624866391,"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."}}