{"id":"W6893899389","doi":"10.5281/zenodo.4598508","title":"Atmetocraniinae Becker-Migdisova 1973","year":2021,"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":"University of British Columbia","funders":"","keywords":"Subfamily; Genus; Period (music); Taxonomy (biology)","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":[0.00009936019,0.000434703,0.0002609678,0.001238478,0.001455666,0.0005815125,0.0005012452,0.0006296815,0.01839093],"category_scores_gemma":[0.000394862,0.0001641748,0.0001899098,0.000604652,0.000505098,0.0006661072,0.00085159,0.0007040747,0.003303479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004139,"about_ca_system_score_gemma":0.0005281433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001571137,"about_ca_topic_score_gemma":0.002088404,"domain_scores_codex":[0.9997888,0.00002452065,0.00001171585,0.00005281374,0.0000888809,0.00003325683],"domain_scores_gemma":[0.9998834,0.00002058124,0.00003858847,0.00001666631,0.00002642036,0.00001423526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007790492,0.0001338767,0.03589277,0.001132528,0.00007799322,0.0008187769,0.001555614,0.001006151,0.03931266,0.02507334,0.02459428,0.8696229],"study_design_scores_gemma":[0.00005391311,0.0001841645,0.1696163,0.0008897811,0.00009059047,0.004184359,0.0008919841,0.000840019,0.003758556,0.006842834,0.8126103,0.00003726373],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3452087,0.03655357,0.0134139,0.001192882,0.002072757,0.0004580338,0.003402506,0.000646888,0.5970508],"genre_scores_gemma":[0.9349095,0.005631085,0.006265321,0.0003979905,0.0006620061,0.0001057544,0.002106518,0.00006687456,0.04985484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01839093,"threshold_uncertainty_score":0.0615238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03949270043449885,"score_gpt":0.2185046881482012,"score_spread":0.1790119877137024,"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."}}