{"id":"W6912180438","doi":"10.5281/zenodo.15027719","title":"Spilotus quadripustulatus","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forest management; Forest structure; Yellow birch; State forest; Forest ecology; Maple","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":[0.00009747288,0.0004569172,0.0001661826,0.001453624,0.000562571,0.000132477,0.0002336272,0.0001178932,0.02031249],"category_scores_gemma":[0.0002060157,0.0001252004,0.0001402416,0.0003678093,0.0002544049,0.0003688788,0.0004350728,0.0001343389,0.005018828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561661,"about_ca_system_score_gemma":0.0001287683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00688425,"about_ca_topic_score_gemma":0.02148609,"domain_scores_codex":[0.9999442,0.000005850579,0.000005130233,0.00001916919,0.00001440077,0.00001122302],"domain_scores_gemma":[0.9998901,0.00001212983,0.00005368608,0.0000101168,0.00001927618,0.00001466237],"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":[0.0007050871,0.0002987409,0.2344896,0.0008095526,0.00008413529,0.001206295,0.0019379,0.0006225171,0.0434587,0.003063673,0.04179502,0.6715288],"study_design_scores_gemma":[0.00002738288,0.0003272656,0.9070971,0.0002654603,0.00004660819,0.002549999,0.0006808497,0.0006071575,0.002520439,0.0005105679,0.08534569,0.00002143473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7928479,0.002789612,0.003664549,0.0001979644,0.0001671384,0.0002518877,0.006592385,0.0005722403,0.1929163],"genre_scores_gemma":[0.9768227,0.0006021379,0.002293054,0.0001267813,0.00003571241,0.00008337988,0.002505374,0.00002881622,0.01750196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02031249,"threshold_uncertainty_score":0.06795204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774317379551269,"score_gpt":0.2324114712528533,"score_spread":0.2046682974573406,"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."}}