{"id":"W6968718804","doi":"10.5281/zenodo.7798730","title":"Ophiomusa lymani","year":2023,"lang":"en","type":"article","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":"Dorsum; Natural (archaeology); Object (grammar); Type (biology)","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":[0.00009318884,0.0005655432,0.0002268705,0.001178307,0.001623947,0.0004120568,0.0002685397,0.0003994817,0.01992449],"category_scores_gemma":[0.000287461,0.00018487,0.0001378174,0.000557908,0.0004555586,0.0009366692,0.001151767,0.0004982071,0.00457515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000883321,"about_ca_system_score_gemma":0.0005300546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096234,"about_ca_topic_score_gemma":0.02132667,"domain_scores_codex":[0.9998873,0.000009826169,0.000007945971,0.00003691804,0.00003692744,0.00002098789],"domain_scores_gemma":[0.9999111,0.00000973099,0.000034975,0.000005853109,0.0000236748,0.00001474621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005758888,0.0001858391,0.05607225,0.001166309,0.00007199035,0.003916819,0.002970364,0.0005051596,0.1250748,0.0143442,0.05866616,0.7364502],"study_design_scores_gemma":[0.00008374031,0.0002254181,0.40515,0.0005504154,0.0000598161,0.007311732,0.001553434,0.000338225,0.003724279,0.003767132,0.5772049,0.00003100976],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4201037,0.0231954,0.006079112,0.001476305,0.000557464,0.0005057643,0.004426359,0.0006361285,0.5430198],"genre_scores_gemma":[0.9152519,0.004688013,0.004790066,0.001159997,0.0002749126,0.0001629966,0.002196177,0.00003969506,0.07143626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01992449,"threshold_uncertainty_score":0.06665409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05081296910807839,"score_gpt":0.2261806893725817,"score_spread":0.1753677202645033,"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."}}