{"id":"W6948512572","doi":"10.5281/zenodo.10167225","title":"Gyrophaena modesta Casey","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Habitat; Table (database); Wildlife conservation; Pinus <genus>","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001423834,0.0009572761,0.0005972847,0.002024261,0.001929231,0.0004668726,0.0007136158,0.0007314277,0.04712896],"category_scores_gemma":[0.0005230391,0.0002637191,0.0002176905,0.001222468,0.001230958,0.001512674,0.001483129,0.0007916899,0.01689139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008527031,"about_ca_system_score_gemma":0.0003954766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01269005,"about_ca_topic_score_gemma":0.02697204,"domain_scores_codex":[0.9997407,0.00003245762,0.00002183362,0.000106728,0.00006983121,0.00002853894],"domain_scores_gemma":[0.9998485,0.0000283822,0.0000539726,0.00001820791,0.00003192704,0.00001897323],"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":[0.0006168067,0.0001679472,0.01860464,0.001025297,0.00003861062,0.004967077,0.002072856,0.0009329261,0.01521405,0.0130131,0.09489696,0.8484497],"study_design_scores_gemma":[0.0001143238,0.0002259024,0.09398754,0.0004477663,0.00004782342,0.005814629,0.001178177,0.0003813618,0.0009994066,0.002696019,0.8940816,0.00002552743],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.130512,0.02062313,0.004168502,0.002094658,0.001518968,0.000922385,0.006531947,0.0008897746,0.8327387],"genre_scores_gemma":[0.86035,0.00773115,0.005287436,0.001567506,0.0007825805,0.000416871,0.005312222,0.0001229001,0.1184294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04712896,"threshold_uncertainty_score":0.1576622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05319408869743947,"score_gpt":0.2283580741103877,"score_spread":0.1751639854129482,"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."}}