{"id":"W6967526170","doi":"10.5281/zenodo.10392873","title":"Thanasimus Latreille 1806","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genus; Taxonomy (biology); Holotype; Voucher; Nuisance","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":[0.0001322828,0.0006553958,0.0003251645,0.001518212,0.0008521257,0.0003178407,0.000568755,0.0004774249,0.01115163],"category_scores_gemma":[0.0002202268,0.0001366273,0.0001589098,0.0004335073,0.0003783804,0.0007798081,0.0007648239,0.0004182507,0.003134281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003439257,"about_ca_system_score_gemma":0.0001654525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004947918,"about_ca_topic_score_gemma":0.01015074,"domain_scores_codex":[0.9998387,0.00001399172,0.00001561985,0.0000524183,0.00005453038,0.00002470362],"domain_scores_gemma":[0.9998538,0.00001546312,0.00006637766,0.000009798439,0.00003263127,0.00002180954],"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":[0.001301787,0.0004229272,0.121324,0.001652873,0.0001092039,0.00396534,0.004318163,0.0009728846,0.2429102,0.006286639,0.01468967,0.6020463],"study_design_scores_gemma":[0.000152168,0.0017273,0.5549721,0.0008389314,0.0001774844,0.02888639,0.003034634,0.001225967,0.01270504,0.002560574,0.3936137,0.0001056623],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7278748,0.008452925,0.004343351,0.0006704684,0.0003459848,0.0002926745,0.00211939,0.0006359849,0.2552645],"genre_scores_gemma":[0.9673138,0.001688107,0.002435178,0.0003066398,0.00008088237,0.00007884794,0.0009601068,0.0000345601,0.02710196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01115163,"threshold_uncertainty_score":0.03730583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542105502131725,"score_gpt":0.2281264783819897,"score_spread":0.2027054233606725,"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."}}