{"id":"W6893178948","doi":"10.5281/zenodo.14597299","title":"Stephanodes similis","year":2024,"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":"Natural Resources Canada","funders":"","keywords":"Distribution (mathematics); Table (database); Field (mathematics); Taxonomy (biology)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001236684,0.0006463552,0.0002775365,0.001505536,0.001062029,0.0002997652,0.0004726349,0.0003378738,0.01843265],"category_scores_gemma":[0.0003046496,0.0001982435,0.0002119646,0.0006670849,0.0003320964,0.0008032818,0.0008577487,0.0005763005,0.00517177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005257752,"about_ca_system_score_gemma":0.0003915051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004517158,"about_ca_topic_score_gemma":0.0141629,"domain_scores_codex":[0.9997727,0.00002514194,0.00001793502,0.00008398143,0.00006277155,0.0000374686],"domain_scores_gemma":[0.9998237,0.00003227671,0.00005073754,0.0000238877,0.00004827547,0.00002109455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007125335,0.0003169039,0.03033858,0.001264593,0.0001423662,0.003528072,0.002838018,0.0005241511,0.07697961,0.009899688,0.04035695,0.8330986],"study_design_scores_gemma":[0.0001030005,0.0004806747,0.2905219,0.0004678938,0.0001221835,0.02315171,0.001538603,0.0006615439,0.01066339,0.003031089,0.6691901,0.00006795272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4399239,0.012467,0.007324519,0.0007611223,0.000690846,0.001203148,0.005080937,0.0007788538,0.5317696],"genre_scores_gemma":[0.884286,0.004060353,0.0145068,0.001238911,0.0003237095,0.0005190622,0.002589786,0.00009401726,0.09238142],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01843265,"threshold_uncertainty_score":0.06166333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03838083821563825,"score_gpt":0.2254386705409725,"score_spread":0.1870578323253342,"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."}}