{"id":"W6912303373","doi":"10.5281/zenodo.4426919","title":"Liopus signatus LeConte 1852","year":2020,"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":"Nova scotia; Holotype; Type locality; New england; Bluff","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":[0.00008253493,0.0002317324,0.0001422853,0.0008756383,0.0006971306,0.0003244055,0.0002450088,0.0002287037,0.01707157],"category_scores_gemma":[0.0002267874,0.00008634735,0.00007372528,0.0004010444,0.000293396,0.0006388196,0.000498433,0.0002408178,0.004159885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004525705,"about_ca_system_score_gemma":0.0002337655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01641435,"about_ca_topic_score_gemma":0.05201218,"domain_scores_codex":[0.9999444,0.000004301463,0.000004139783,0.00001424485,0.00001904318,0.00001373844],"domain_scores_gemma":[0.9999163,0.00001357414,0.00002565928,0.000005929312,0.00002200084,0.00001651919],"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":[0.0004858322,0.0001427139,0.271695,0.0005722019,0.00007734905,0.002024413,0.001123414,0.0004268052,0.01956485,0.003539168,0.07166733,0.628681],"study_design_scores_gemma":[0.00003388327,0.0002427601,0.674266,0.0003156197,0.00005223608,0.00543511,0.0009356521,0.0004064175,0.002682418,0.0007961408,0.3147988,0.00003485957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.52833,0.006280557,0.003699293,0.0005884743,0.000484597,0.0002161268,0.007024632,0.0004357596,0.4529406],"genre_scores_gemma":[0.9483731,0.001617545,0.001257263,0.0003632894,0.0001098272,0.00005243105,0.003070192,0.00002334865,0.04513313],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.01707157,"threshold_uncertainty_score":0.05711013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04906062385449291,"score_gpt":0.212323921316374,"score_spread":0.1632632974618811,"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."}}