{"id":"W2745716101","doi":"10.11646/zootaxa.4311.3.3","title":"Society Islands beach bum black flies (Diptera: Simuliidae) ","year":2017,"lang":"en","type":"article","venue":"Zootaxa","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Black fly; Simulium; Biology; Ecology; Zoology; Larva","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":[0.0001518456,0.0004379656,0.0001866307,0.001052173,0.0004166023,0.0004668212,0.0002033727,0.0001546617,0.004156684],"category_scores_gemma":[0.0001680513,0.00009459061,0.0001125021,0.000584179,0.0001737147,0.0002093672,0.0003036388,0.0001774329,0.001084433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003375373,"about_ca_system_score_gemma":0.0005389749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.010453,"about_ca_topic_score_gemma":0.04254491,"domain_scores_codex":[0.9999326,0.000009788592,0.00000670368,0.00001140488,0.00002794455,0.00001163001],"domain_scores_gemma":[0.9998088,0.00002785444,0.000065675,0.000007437287,0.00005076297,0.0000393833],"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":[0.0002492979,0.00009152174,0.09138568,0.002598656,0.00007014184,0.00108627,0.0007887474,0.0002224331,0.04514494,0.0008568429,0.007845504,0.84966],"study_design_scores_gemma":[0.00001146707,0.001100545,0.5058098,0.001242398,0.0001719167,0.004291888,0.00151899,0.0002197131,0.01097187,0.000292946,0.4743393,0.0000291701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5327514,0.3632301,0.002668497,0.001346758,0.0006048645,0.0001889287,0.001728881,0.0002682646,0.09721237],"genre_scores_gemma":[0.5578504,0.3781937,0.008912069,0.0004952913,0.0003840282,0.00008784507,0.002450312,0.00003159336,0.05159476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.010453,"threshold_uncertainty_score":0.02078432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0291294507307887,"score_gpt":0.3413475061413233,"score_spread":0.3122180554105345,"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."}}