{"id":"W6949251295","doi":"10.5281/zenodo.13437296","title":"Linked collectors and determiners for: First record of Cephennium thoracicum (P. W. J. Müller & Kunze) for North America and of Cephennium gallicum Ganglbauer for the province of Quebec, Canada (Staphylinidae, Scydmaeninae).","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Attribution; Historical record; Natural (archaeology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002971634,0.0002402305,0.000406694,0.0001981224,0.0008358473,0.0001635835,0.0007464485,0.0001133983,0.001419057],"category_scores_gemma":[0.000336263,0.0001993204,0.0001049595,0.0003388767,0.0004653014,0.0001229575,0.0002320486,0.000192877,0.00002946613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003094241,"about_ca_system_score_gemma":0.00008894828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09488238,"about_ca_topic_score_gemma":0.3431316,"domain_scores_codex":[0.9983866,0.0000960798,0.0004367984,0.0004597848,0.0002839535,0.0003367387],"domain_scores_gemma":[0.9981674,0.0004739013,0.000420447,0.0003576947,0.0004409607,0.0001395941],"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":[0.0005418611,0.00002562157,0.0002377118,0.001506941,0.0001410841,0.000002986094,0.0001709047,0.00004348957,0.000006037692,0.000002274206,0.9853463,0.01197482],"study_design_scores_gemma":[0.0004702207,0.0006053928,0.001840802,0.00008415987,0.0001653339,0.000004860373,0.000405532,0.0006196952,0.00003495253,0.00000904748,0.9955465,0.0002134773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006672904,0.0004994961,0.0002450949,0.0003651331,0.0002647078,0.002082146,0.989485,0.00003411415,0.0003514042],"genre_scores_gemma":[0.03002596,0.001407757,0.0009369562,0.0002040294,0.0002805722,0.000001029219,0.9657294,0.0003009463,0.001113392],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2482492,"threshold_uncertainty_score":0.9994938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683326228844347,"score_gpt":0.2024672062250933,"score_spread":0.1756339439366498,"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."}}