{"id":"W4393642340","doi":"10.5281/zenodo.10509370","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":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Humanities; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0002587294,0.0002148815,0.0003560307,0.0000489626,0.0007300957,0.000157055,0.0005549307,0.0001132495,0.0003357457],"category_scores_gemma":[0.0004491977,0.0001121679,0.0001100119,0.0003745712,0.0002768319,0.00008265111,0.0004115842,0.000147361,0.000005928138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008428444,"about_ca_system_score_gemma":0.00003689782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0402526,"about_ca_topic_score_gemma":0.2930166,"domain_scores_codex":[0.9985154,0.00008391422,0.0004629029,0.0004253998,0.0002217473,0.0002906283],"domain_scores_gemma":[0.9982538,0.0004209587,0.0004250223,0.0001704423,0.0006239873,0.0001058086],"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":[0.0004083807,0.00005932642,0.00003013263,0.0007528063,0.00006706022,8.345731e-7,0.00004397841,0.000005308951,0.0002245208,0.00001527493,0.9541103,0.04428206],"study_design_scores_gemma":[0.0002597474,0.0007353632,0.001256595,0.00009147256,0.0001051329,0.000002472025,0.0002608982,0.00013899,0.0001727381,0.00001659273,0.9967761,0.0001839068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0410045,0.000340595,0.0001532893,0.0007852378,0.0001491421,0.002343397,0.9550928,0.00003715942,0.00009382629],"genre_scores_gemma":[0.1592078,0.0008643733,0.000155886,0.0001114221,0.0003349753,0.000006992891,0.8388739,0.00006674101,0.0003779567],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.252764,"threshold_uncertainty_score":0.9661384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01910162567953331,"score_gpt":0.2139699422514198,"score_spread":0.1948683165718865,"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."}}