{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001485272,0.001555952,0.001617704,0.005595695,0.001429278,0.002570081,0.0028978,0.001900872,0.08777487],"category_scores_gemma":[0.008327886,0.0009706009,0.0008821095,0.01096161,0.0005799908,0.001576938,0.002226251,0.002149117,0.1022039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004446663,"about_ca_system_score_gemma":0.007766913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1491147,"about_ca_topic_score_gemma":0.2702182,"domain_scores_codex":[0.9984792,0.000151698,0.0001899129,0.0005001771,0.000426509,0.0002524653],"domain_scores_gemma":[0.9946345,0.0008809699,0.0005757762,0.001203357,0.002249837,0.0004555586],"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":[0.00002140212,0.000006344144,0.000888169,0.000475492,0.0000158782,0.000009388977,0.00003209831,0.00009276976,0.0001208908,0.0004522552,0.9959924,0.00189313],"study_design_scores_gemma":[0.00004727783,0.000002780918,0.003496164,0.0002623564,0.00001293388,0.00001549254,0.00006480906,0.00008974906,0.0001927519,0.0004671757,0.9953322,0.00001636601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004268454,0.00002874669,0.00004824639,0.00002504372,0.00001380779,0.000007097291,0.9991779,0.0001260927,0.0005303991],"genre_scores_gemma":[0.0002407512,0.00004689742,0.0003626495,0.00003111064,0.000004351382,0.00007020793,0.9982217,0.00008840801,0.0009338699],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8508853,"threshold_uncertainty_score":0.2964936,"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."}}