{"id":"W4392746893","doi":"10.1186/s13071-024-06226-4","title":"Wildlife parasitology: sample collection and processing, diagnostic constraints, and methodological challenges in terrestrial carnivores","year":2024,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Wildlife; Biology; Parasitology; Carnivore; Entomology; Ecology; Zoology; Predation","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":[],"consensus_categories":[],"category_scores_codex":[0.0004917454,0.0001405622,0.0001979613,0.00007293883,0.0001262995,0.00004544981,0.00005987764,0.0001625354,0.0001619045],"category_scores_gemma":[0.001408258,0.0001223369,0.00002091081,0.0002004895,0.0005557251,0.0001679482,0.0000513554,0.0001860867,0.00002135351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000547274,"about_ca_system_score_gemma":0.00002435884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005114356,"about_ca_topic_score_gemma":0.0019554,"domain_scores_codex":[0.9987729,0.0003013947,0.0001862915,0.0004247308,0.00008995472,0.0002247122],"domain_scores_gemma":[0.9967837,0.003038224,0.00004006578,0.0000678697,0.000002051205,0.00006813774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002932925,0.00002781956,0.9679855,0.00001848167,0.00001027701,0.00002556783,0.0007105015,0.00002441344,0.00007245355,0.0001433403,0.0004723693,0.03047994],"study_design_scores_gemma":[0.0002029419,0.0001209606,0.9937588,0.00003615808,0.00002552581,0.00005520779,0.000151699,0.001201625,0.0000297338,0.002292018,0.001988891,0.0001364271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935971,0.00322508,0.0002512172,0.002044387,0.0002172573,0.0002185601,0.000002967901,0.00007416963,0.000369229],"genre_scores_gemma":[0.9974767,0.001200809,0.0009947323,0.0001647826,0.00006347126,0.00006581039,0.000006976194,0.000008185397,0.00001854846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03034351,"threshold_uncertainty_score":0.4988755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05672373985377094,"score_gpt":0.3236904402068541,"score_spread":0.2669667003530832,"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."}}