{"id":"W2039621608","doi":"10.11646/zootaxa.3760.2.4","title":"Revision of the Old World Sobarocephala (Diptera: Clusiidae)","year":2014,"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":"Agriculture and Agri-Food Canada","funders":"","keywords":"Spec#; Biology; Key (lock); Zoology; Ecology","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":[0.00118517,0.00158742,0.001031119,0.004103831,0.001900975,0.001793993,0.001711006,0.000958731,0.006256858],"category_scores_gemma":[0.001931623,0.0003244727,0.0005978292,0.001788504,0.002132012,0.002395171,0.001574757,0.002172899,0.003183918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001790376,"about_ca_system_score_gemma":0.002918633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01585167,"about_ca_topic_score_gemma":0.0204177,"domain_scores_codex":[0.9992535,0.0001070902,0.0001612934,0.0001264219,0.0002508931,0.0001008813],"domain_scores_gemma":[0.9982096,0.0001500672,0.0003769295,0.0001844081,0.000879231,0.0001996378],"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":[0.0005405055,0.0001872725,0.01364396,0.002014967,0.0001330288,0.002251889,0.004846477,0.0008078224,0.01487708,0.00486053,0.06577224,0.8900641],"study_design_scores_gemma":[0.00003394233,0.000324251,0.04412218,0.001201966,0.0001360266,0.003512705,0.001215266,0.0003292574,0.0009181257,0.0009970161,0.9471551,0.0000541913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.295233,0.3409125,0.03699486,0.01905682,0.06181763,0.002120061,0.01869358,0.005154562,0.220017],"genre_scores_gemma":[0.645236,0.1561338,0.06823239,0.008319145,0.01362063,0.001143701,0.03452838,0.0007279386,0.07205792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01585167,"threshold_uncertainty_score":0.03151882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567690989912604,"score_gpt":0.2091729277336456,"score_spread":0.1934960178345195,"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."}}