{"id":"W6912397984","doi":"10.5281/zenodo.3788898","title":"Myrmecozelinae","year":2010,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Canadian Food Inspection Agency; Royal Alberta Museum; Calgary Laboratory Services; Natural Resources Canada","funders":"","keywords":"Identification (biology); Focus (optics); Context (archaeology)","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":[0.00007146486,0.000405563,0.0001749194,0.0006683325,0.001117416,0.000336992,0.0002454291,0.0002754886,0.03781468],"category_scores_gemma":[0.0002602217,0.00008058273,0.00008952392,0.0003531499,0.0002203062,0.0005129317,0.0004372488,0.0002187045,0.00718145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003391989,"about_ca_system_score_gemma":0.0002816001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004730306,"about_ca_topic_score_gemma":0.01223342,"domain_scores_codex":[0.9999093,0.00001001735,0.000005144703,0.00001754775,0.00002364655,0.00003445077],"domain_scores_gemma":[0.9999117,0.000007806543,0.00002910646,0.000008110045,0.00002419555,0.0000190859],"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":[0.0008174128,0.0001542542,0.07771571,0.0006131693,0.00002882632,0.0004255997,0.002982613,0.0002815801,0.04550685,0.01055568,0.03706322,0.8238551],"study_design_scores_gemma":[0.00003126583,0.0001648937,0.3174576,0.0001970946,0.00001924586,0.0009191962,0.0008285295,0.0002308457,0.001248636,0.0009972948,0.6778954,0.00001001381],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4340351,0.02127669,0.002123751,0.0006426745,0.0007260254,0.0003059615,0.002743605,0.0006814526,0.5374647],"genre_scores_gemma":[0.9106039,0.004281475,0.001627594,0.0004586594,0.0002177341,0.00007988103,0.002007031,0.00006446687,0.08065914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03781468,"threshold_uncertainty_score":0.1265027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02775490565762502,"score_gpt":0.2124360545215435,"score_spread":0.1846811488639185,"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."}}