{"id":"W2022552641","doi":"10.1139/z02-196","title":"Infestation intensity and prevalence of an ectosymbiotic midge under variable environmental and host conditions","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Obligate; Host (biology); Infestation; Ecology; Population; Abundance (ecology); Population density; Intraspecific competition; Midge; Abiotic component; Zoology; Larva; Demography; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004916513,0.0002174175,0.000184969,0.0009483646,0.0003146146,0.0005009087,0.0001723583,0.0003038676,0.001272046],"category_scores_gemma":[0.001219042,0.0002254587,0.0001785127,0.0003738083,0.0004560161,0.0003988589,0.0003939117,0.0002582397,0.0001870517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003593125,"about_ca_system_score_gemma":0.0001591825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003005979,"about_ca_topic_score_gemma":0.01205477,"domain_scores_codex":[0.9996887,0.00007633074,0.00003001695,0.00008767919,0.0000593335,0.00005793605],"domain_scores_gemma":[0.9988581,0.0002093371,0.0005396557,0.00005946715,0.0001188432,0.0002146563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004085626,0.00002404187,0.9955868,0.000004656473,0.00002210161,0.00002439157,0.0001658872,0.00002842096,0.003343529,0.000007142395,0.00001382977,0.0007382981],"study_design_scores_gemma":[0.000001033987,0.00003789879,0.9996026,6.372094e-7,0.000004813523,0.00004081552,0.00004228181,0.00009660883,0.0001500339,0.000004813619,0.00001745969,9.059181e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999859,0.0000213428,0.00002567801,0.000001895604,3.177819e-7,0.000001527682,0.00004478922,9.845705e-7,0.00004449898],"genre_scores_gemma":[0.999686,0.00001696379,0.00007722513,0.000002664875,0.000001663211,0.000003683575,0.0001083983,6.199386e-7,0.0001027448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003005979,"threshold_uncertainty_score":0.005976975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144264624504807,"score_gpt":0.1853475622436589,"score_spread":0.1709210997931782,"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."}}