{"id":"W6893741771","doi":"10.5281/zenodo.3848321","title":"Merlucciinae Rafinesque 1815","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":"BC Research (Canada)","funders":"","keywords":"Subfamily; Genus; Type (biology); Identification (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":[0.0001774187,0.0004857854,0.0002592732,0.001064875,0.001024275,0.0002401812,0.0005204739,0.0003585506,0.00942746],"category_scores_gemma":[0.0002816157,0.000106459,0.0001685672,0.0003487832,0.0002226931,0.0004348684,0.0002947797,0.0003543218,0.001873325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005874842,"about_ca_system_score_gemma":0.000337739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01551354,"about_ca_topic_score_gemma":0.03650951,"domain_scores_codex":[0.9998854,0.00001243868,0.000004842136,0.00003206272,0.00004619083,0.00001895162],"domain_scores_gemma":[0.9998623,0.00001783034,0.00004207463,0.000009115581,0.00005740323,0.00001113876],"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":[0.0006577241,0.0001232607,0.08986552,0.0009329726,0.0001036385,0.001422484,0.002189163,0.0008024967,0.02690515,0.006051062,0.04927986,0.8216666],"study_design_scores_gemma":[0.00003529594,0.0002689752,0.4315293,0.0004080677,0.00004922055,0.002728034,0.0007955622,0.0004420844,0.001429178,0.0005405397,0.5617515,0.00002212744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3670368,0.02198598,0.001474712,0.0004209254,0.0004298062,0.0002376231,0.002784628,0.0004202572,0.6052094],"genre_scores_gemma":[0.9124156,0.006175092,0.005314036,0.0002978679,0.0003528386,0.0001827266,0.003241679,0.00005448198,0.07196575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01551354,"threshold_uncertainty_score":0.03153801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04530377792161909,"score_gpt":0.2413216607328572,"score_spread":0.1960178828112381,"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."}}