{"id":"W4244675820","doi":"10.11646/zootaxa.4122.1.40","title":"FAMILY MICROPEZIDAE","year":2016,"lang":"en","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Zoology; Botany","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":[0.00006996217,0.0005105949,0.000364971,0.001609215,0.0009403111,0.0004752836,0.0003891595,0.0001731093,0.02942969],"category_scores_gemma":[0.0002680833,0.0001547309,0.0001272101,0.0006885647,0.0002684785,0.0006089659,0.000706452,0.0003424405,0.004428189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005368617,"about_ca_system_score_gemma":0.0003752047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085916,"about_ca_topic_score_gemma":0.02993133,"domain_scores_codex":[0.9999136,0.000008654911,0.000007458139,0.00002006677,0.0000280577,0.00002217811],"domain_scores_gemma":[0.9999079,0.000009908833,0.00003293241,0.000007421189,0.00002222276,0.00001972733],"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":[0.000657317,0.00007307312,0.1031823,0.00136579,0.0001117184,0.000704524,0.003147862,0.0002878751,0.02095818,0.006728975,0.04174901,0.8210335],"study_design_scores_gemma":[0.00002881717,0.0001107249,0.3001831,0.0003762845,0.00007462731,0.002455666,0.001210942,0.0002586696,0.0006658277,0.0005686106,0.6940394,0.00002727551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5059181,0.06472694,0.00710661,0.001388819,0.000550332,0.0008095359,0.01603312,0.001830642,0.4016358],"genre_scores_gemma":[0.8706257,0.01911752,0.007211395,0.000490294,0.0002104256,0.0004266663,0.004832922,0.0001170916,0.09696808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02942969,"threshold_uncertainty_score":0.09845215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571036321438871,"score_gpt":0.2037878548665624,"score_spread":0.1780774916521737,"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."}}