{"id":"W7162999104","doi":"10.5281/zenodo.20494295","title":"Figures 51–61. Lepidophorus sPecies. 51–52 in CLassification cHanGes in NeaRctic ByRsoPaGini (CoLeoPteRa: CuRcuLionidae: Entiminae)","year":2025,"lang":"","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Holotype; Dorsum; Courtesy; Animal ecology; Meristics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009263501,0.000763893,0.0002417313,0.002473375,0.0009293123,0.0004950006,0.0004806709,0.0003494954,0.3200121],"category_scores_gemma":[0.0004528336,0.0002001829,0.0003301008,0.002213703,0.0004695815,0.0008366047,0.0004646379,0.0009306396,0.1194354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007211,"about_ca_system_score_gemma":0.0003399956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01930086,"about_ca_topic_score_gemma":0.03216787,"domain_scores_codex":[0.9998473,0.00001646335,0.00001176954,0.00004182109,0.00005121541,0.00003135486],"domain_scores_gemma":[0.9997385,0.00002749252,0.00003910609,0.00002654445,0.0001237994,0.00004453658],"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":[0.0001760278,0.00004160681,0.004733325,0.0002370582,0.000009781732,0.0001398374,0.0003005792,0.000155086,0.002549699,0.002369181,0.8749867,0.114301],"study_design_scores_gemma":[0.0000127215,0.00002161701,0.03605502,0.00007931946,0.000004945633,0.0002390888,0.0003208914,0.00008448499,0.0004395764,0.0004090466,0.9623265,0.000006721943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01217594,0.002350323,0.001467181,0.0009257572,0.003587689,0.0004311009,0.03948878,0.0008577501,0.9387155],"genre_scores_gemma":[0.1036377,0.003675957,0.008438413,0.0005375439,0.0009007074,0.0003483917,0.09651463,0.0008114856,0.7851351],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6799879,"threshold_uncertainty_score":0.9699202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06491650345620584,"score_gpt":0.3279486087426085,"score_spread":0.2630321052864026,"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."}}