{"id":"W6910987686","doi":"10.5281/zenodo.10167280","title":"Xenodusa reflexa AB, BC, MB, NB, NS, ON, QC, SK","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":"Funnel; Table (database); Habitat; Nest (protein structural motif)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005508046,0.0001260259,0.0001161439,0.00004734798,0.001964107,0.0005035838,0.0006220744,0.0000729878,0.01477481],"category_scores_gemma":[0.0003562213,0.00006749292,0.00006425878,0.0009041111,0.00008011326,0.0001569049,0.0005375965,0.0001817758,0.02676298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008235728,"about_ca_system_score_gemma":0.00000129109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000527661,"about_ca_topic_score_gemma":0.000005178125,"domain_scores_codex":[0.9985136,0.0002116944,0.0002022834,0.0003882765,0.0003056909,0.0003783933],"domain_scores_gemma":[0.9993477,0.00005480904,0.00007346617,0.0001409607,0.0002200883,0.0001629925],"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":[0.00009837613,0.0001341076,0.00004196663,0.0000124714,0.00001578818,0.00001700182,0.0001247743,0.00001808217,0.01223292,0.003975939,0.3406199,0.6427087],"study_design_scores_gemma":[0.0001737848,0.0003299483,0.01162646,0.00001689713,0.000004613023,0.00001256388,0.0002573776,0.00006133477,0.001130802,0.0001952161,0.9860424,0.0001485559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8919753,0.00002669056,0.00004462464,0.004056974,0.0001320131,0.0003751175,0.0005228687,0.001494257,0.1013721],"genre_scores_gemma":[0.9943839,0.00007516417,0.00001241565,0.0002729489,0.0002860056,9.493105e-8,0.004135375,0.00002378465,0.0008103657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6454226,"threshold_uncertainty_score":0.9993352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05733844394776894,"score_gpt":0.243114843918723,"score_spread":0.185776399970954,"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."}}