{"id":"W6948911926","doi":"10.5281/zenodo.10585437","title":"Linked collectors and determiners for: Feather mites of the genus Trouessartia Canestrini (Acariformes: Trouessartiidae) from swallows (Passeriformes: Hirundinidae) in Canada.","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"German legal, social, and political studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genus; Biodiversity; Natural history; Feather; Acari; Single specimen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005468209,0.0002544526,0.0004161153,0.0001462049,0.001831881,0.0004455959,0.001061714,0.000202319,0.001265249],"category_scores_gemma":[0.001142184,0.0002159652,0.0001084881,0.0005995258,0.0005156251,0.0001209485,0.0006022255,0.0004580926,0.0002174753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009406558,"about_ca_system_score_gemma":0.0002709274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5976558,"about_ca_topic_score_gemma":0.4802989,"domain_scores_codex":[0.997481,0.0004440962,0.0004564066,0.0004329018,0.0005637193,0.0006218181],"domain_scores_gemma":[0.9987427,0.0002488931,0.0001938173,0.0003378361,0.0002793778,0.0001973575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003355935,0.00003590094,0.0001521584,0.0001499119,0.00009737109,0.000007804135,0.00318323,0.000001612816,0.00001526553,0.0004013612,0.994909,0.001012766],"study_design_scores_gemma":[0.0003467218,0.000063944,0.001885214,0.0001169976,0.0000957006,0.000001987752,0.004126719,0.00001085688,0.00001480224,0.000252641,0.992855,0.0002294135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06603417,0.0006046842,0.000002530485,0.002007252,0.0005993684,0.001280952,0.9207224,0.0001112808,0.00863741],"genre_scores_gemma":[0.4336337,0.002076168,0.00005184143,0.0007974479,0.001426199,0.00000333392,0.5573925,0.001470299,0.00314851],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3675995,"threshold_uncertainty_score":0.9996477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0275309704354925,"score_gpt":0.2641588524311669,"score_spread":0.2366278819956744,"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."}}