{"id":"W2032248895","doi":"10.1111/mve.12066","title":"A look into the <i> <scp>M</scp> edical and <scp>V</scp> eterinary <scp>E</scp> ntomology </i> crystal ball","year":2014,"lang":"en","type":"review","venue":"Medical and Veterinary Entomology","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Transmission (telecommunications); Vector (molecular biology); Veterinary medicine; Engineering; Genetics; Telecommunications; Medicine; Recombinant DNA","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":[0.0006600404,0.0004990527,0.0005945757,0.003752314,0.0004741858,0.001364827,0.0005944646,0.001146195,0.008092865],"category_scores_gemma":[0.001895671,0.0001902728,0.0003552753,0.004474298,0.0005664663,0.002283705,0.0007390727,0.002029741,0.002739172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007018854,"about_ca_system_score_gemma":0.001866567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002302052,"about_ca_topic_score_gemma":0.004325949,"domain_scores_codex":[0.9996356,0.00006131084,0.00005437266,0.00005917935,0.0001548818,0.00003466392],"domain_scores_gemma":[0.9987491,0.0006193793,0.0001308245,0.0000240517,0.0003833426,0.00009314586],"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":[0.00006542581,0.00006054858,0.0004801924,0.01817147,0.00004882818,0.0003060262,0.000254233,0.0001496264,0.001665158,0.007335773,0.2413064,0.7301563],"study_design_scores_gemma":[0.000003775021,0.00003506993,0.001372459,0.00518456,0.00002439233,0.001071526,0.0001801291,0.00003742532,0.0001415891,0.001220147,0.9907191,0.000009886551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001253141,0.9930964,0.0001011304,0.002283176,0.00172961,0.000003748867,0.00002561265,0.000009061308,0.002625881],"genre_scores_gemma":[0.001292489,0.9923091,0.0002522829,0.002001595,0.001463539,0.000006506085,0.00005516598,0.000004419058,0.002614931],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008092865,"threshold_uncertainty_score":0.02707326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03522985387577728,"score_gpt":0.2919187418373597,"score_spread":0.2566888879615825,"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."}}