{"id":"W2152066820","doi":"10.1603/an11127","title":"Arthropod Surveillance Programs: Basic Components, Strategies and Analysis","year":2012,"lang":"en","type":"article","venue":"Annals of the Entomological Society of America","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Institutes of Health","keywords":"Biology; Arthropod; Sampling (signal processing); Ecology; Ceratopogonidae; Integrated pest management; Pitfall trap; Habitat; Engineering","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":[0.004624498,0.001000228,0.0004851609,0.003776877,0.0005252761,0.002571914,0.001113321,0.0005660216,0.0027988],"category_scores_gemma":[0.004216249,0.0003887858,0.000301847,0.001807706,0.0004898714,0.001724723,0.001156765,0.0004585074,0.001119198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001849869,"about_ca_system_score_gemma":0.004387014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003763175,"about_ca_topic_score_gemma":0.004101109,"domain_scores_codex":[0.9969711,0.00116153,0.0002560459,0.0003090259,0.001120054,0.0001822643],"domain_scores_gemma":[0.9979652,0.0004792464,0.0002586271,0.0001190641,0.0009725434,0.0002052722],"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":[0.0001436637,0.0006092627,0.0473822,0.002413068,0.0001027161,0.0001554947,0.0005523149,0.004530181,0.004943915,0.01719595,0.009121844,0.9128494],"study_design_scores_gemma":[0.0004140945,0.005578772,0.3160515,0.01323006,0.0006640843,0.002812037,0.005657818,0.08424056,0.02566884,0.0660983,0.4792848,0.0002989981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2270991,0.09410098,0.4144486,0.01333791,0.0004344821,0.02415273,0.00798292,0.004510899,0.2139325],"genre_scores_gemma":[0.5610842,0.04054978,0.3681921,0.001232457,0.0003026957,0.008371841,0.004535708,0.0001246729,0.01560645],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004624498,"threshold_uncertainty_score":0.02445698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06793786335855347,"score_gpt":0.2858214852515599,"score_spread":0.2178836218930065,"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."}}