{"id":"W2136043741","doi":"10.11646/zootaxa.1328.1.1","title":"Simuliidae (Diptera) of the Solomon Islands: new records and species, ecology, and biogeography","year":2006,"lang":"en","type":"article","venue":"Zootaxa","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Subgenus; Biogeography; Biology; Simulium; Ecology; Habitat; Larva; Zoology; Taxonomy (biology)","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":[0.0001532936,0.0003494101,0.000164641,0.001891036,0.0003171572,0.0003500661,0.000261926,0.0001291263,0.001593511],"category_scores_gemma":[0.0003155698,0.0001384716,0.0001454979,0.0009598177,0.0003706003,0.0003224611,0.0005487133,0.0001973656,0.0003109376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00038607,"about_ca_system_score_gemma":0.0002965525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0136584,"about_ca_topic_score_gemma":0.0534764,"domain_scores_codex":[0.9999317,0.000008603863,0.0000127047,0.0000168539,0.00001460936,0.00001544814],"domain_scores_gemma":[0.9997285,0.00004291977,0.0001179698,0.00002695962,0.00004241186,0.00004124643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002420985,0.00002611908,0.8068094,0.0005658594,0.0001300193,0.000999679,0.004295793,0.0001889764,0.01515861,0.0002427,0.0009143406,0.1704264],"study_design_scores_gemma":[0.000007718254,0.00008110486,0.985289,0.00008842724,0.00003011342,0.001957945,0.000988395,0.00008942798,0.0004605011,0.00006008825,0.01093742,0.0000097744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991985,0.005283431,0.0002238933,0.00004465826,0.000009899382,0.00001559527,0.0005861349,0.00002811956,0.00182326],"genre_scores_gemma":[0.9922392,0.003963719,0.001275886,0.00005754612,0.00001640217,0.00002395066,0.001380475,0.000007632756,0.001035046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0136584,"threshold_uncertainty_score":0.02715778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070349562037054,"score_gpt":0.2046671673140947,"score_spread":0.1939636716937241,"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."}}