{"id":"W2032248895","doi":"10.1111/mve.12066","title":"A look into the M edical and V eterinary E ntomology 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001582352,0.00147587,0.003154039,0.0001473802,0.0006991003,0.0002305667,0.001969432,0.002293172,0.0003482356],"category_scores_gemma":[0.005435067,0.0006091211,0.000857433,0.0006968568,0.002846593,0.0002083398,0.002929816,0.001921559,0.0002656054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008948369,"about_ca_system_score_gemma":0.0002180078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004612842,"about_ca_topic_score_gemma":0.0002485905,"domain_scores_codex":[0.9907122,0.002480551,0.001535965,0.002147892,0.001154801,0.001968622],"domain_scores_gemma":[0.9846198,0.01227413,0.000674447,0.000451244,0.0001307099,0.001849684],"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":[0.00004342803,0.001466582,0.001790019,0.009037379,0.001020597,0.009508565,0.001244677,1.341168e-7,0.001084298,0.001187591,0.07016277,0.9034539],"study_design_scores_gemma":[0.0004651553,0.006413265,0.004217018,0.001245449,0.0005491005,0.01120263,0.0005181084,0.00002746537,0.000002038041,0.0006436605,0.9745437,0.0001723944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3510621,0.6444726,0.00001038259,0.0004303021,0.0007927543,0.0008280781,0.0001509333,0.000225781,0.002027031],"genre_scores_gemma":[0.02743059,0.9626168,0.00006285402,0.003199191,0.002837879,0.0005056518,0.0006600071,0.00003941926,0.002647608],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9043809,"threshold_uncertainty_score":0.9998671,"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."}}