{"id":"W6949599793","doi":"10.5281/zenodo.3867504","title":"Brachyiulus bagnalli","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Floodplain; Habitat; Natural (archaeology); Agriculture; Distribution (mathematics)","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":[0.0001062434,0.0005638086,0.0001889276,0.001155413,0.0007652008,0.0003079059,0.0004532138,0.0003228807,0.02405732],"category_scores_gemma":[0.000398118,0.0002247157,0.000200361,0.0005421658,0.0003059643,0.000699994,0.0008758645,0.0002600547,0.009480728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004885829,"about_ca_system_score_gemma":0.0002325154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007352533,"about_ca_topic_score_gemma":0.01568184,"domain_scores_codex":[0.9998703,0.00001482875,0.00001401367,0.00003886685,0.00003935824,0.00002255636],"domain_scores_gemma":[0.9998232,0.00002933003,0.00007082251,0.00001732339,0.00003181501,0.00002761288],"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":[0.0004614123,0.00007158752,0.0460379,0.001197946,0.00007078752,0.001057005,0.0006180026,0.0006623097,0.03398618,0.001867597,0.03183638,0.8821328],"study_design_scores_gemma":[0.00003573811,0.0005256059,0.5825818,0.000618206,0.00009512719,0.004842551,0.0005775192,0.0007881251,0.004104862,0.0005371695,0.4052499,0.00004349836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2882603,0.03983067,0.008308765,0.0008242503,0.001167736,0.0004452938,0.01085872,0.001339489,0.6489646],"genre_scores_gemma":[0.9193627,0.006298718,0.007257486,0.0005148581,0.0002161354,0.0002338018,0.005723055,0.00005172613,0.06034162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02405732,"threshold_uncertainty_score":0.0804798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05351242609384757,"score_gpt":0.22732480139462,"score_spread":0.1738123753007725,"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."}}