{"id":"W6931220324","doi":"10.5281/zenodo.3798698","title":"Anthophora Latreille 1803","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seta; Subgenus; Southern Hemisphere; Western hemisphere; Beak","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":[0.0001262635,0.0006860854,0.0003768755,0.00175838,0.001463335,0.000506186,0.0006176329,0.0005137731,0.04245017],"category_scores_gemma":[0.0002500873,0.0001751043,0.0001701512,0.0005524252,0.0002744934,0.0009834737,0.0006895885,0.0006324014,0.01719446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002874553,"about_ca_system_score_gemma":0.000212594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005625005,"about_ca_topic_score_gemma":0.01165479,"domain_scores_codex":[0.9997641,0.00002823029,0.00001708217,0.00009755284,0.0000687637,0.00002427462],"domain_scores_gemma":[0.9998846,0.00001831842,0.00003060745,0.00001335354,0.00003641955,0.00001661443],"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":[0.0004159685,0.0001830435,0.02241861,0.00077939,0.00006811306,0.001276458,0.001193431,0.0002926323,0.0607421,0.003327552,0.04417221,0.8651306],"study_design_scores_gemma":[0.00005782068,0.0002460701,0.1849471,0.0002921139,0.00006697166,0.004912832,0.0009040321,0.0004506918,0.004200998,0.0006138018,0.8032678,0.00003968333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1611728,0.01570339,0.007200209,0.0005496935,0.0007877459,0.0004233866,0.007951927,0.00207356,0.8041372],"genre_scores_gemma":[0.8148625,0.003575231,0.006265432,0.001130464,0.0003667605,0.0001749785,0.007354041,0.0001754567,0.1660951],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04245017,"threshold_uncertainty_score":0.1420099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03437866337206592,"score_gpt":0.279485252603235,"score_spread":0.2451065892311691,"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."}}