{"id":"W6894049916","doi":"10.5281/zenodo.6035288","title":"Lepturges Bates 1863","year":2017,"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":"BATES; Subgenus; Genus; Type (biology); Western hemisphere","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":[0.0001486596,0.0004778657,0.000302732,0.001266865,0.001432561,0.0004714617,0.0003246224,0.0003476715,0.01197978],"category_scores_gemma":[0.0002775847,0.0001593759,0.0001111135,0.000901193,0.0004259511,0.0008023217,0.0005210424,0.0003090538,0.0034856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000593638,"about_ca_system_score_gemma":0.0003025474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009470255,"about_ca_topic_score_gemma":0.02333452,"domain_scores_codex":[0.9998598,0.00001651861,0.00001487196,0.00003739824,0.00005428314,0.00001707554],"domain_scores_gemma":[0.9998938,0.00001053926,0.00004187469,0.000005911788,0.00003044374,0.00001746486],"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":[0.001114361,0.0002517074,0.1988645,0.001231954,0.00009563764,0.003404486,0.00454221,0.000932674,0.06802683,0.005432646,0.02869699,0.6874059],"study_design_scores_gemma":[0.0001062495,0.0003373249,0.6430553,0.0004734174,0.00008842927,0.006169972,0.002919451,0.0005655511,0.002376046,0.001361151,0.3425154,0.00003180568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7641936,0.01914705,0.002917719,0.0006240012,0.0004128205,0.0003340844,0.003020155,0.0003489178,0.2090016],"genre_scores_gemma":[0.9621726,0.005496863,0.002740809,0.0003680422,0.0001493187,0.0001203139,0.002060378,0.00001949077,0.02687223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01197978,"threshold_uncertainty_score":0.04007638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04819831031490998,"score_gpt":0.2399713370268408,"score_spread":0.1917730267119308,"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."}}