{"id":"W3189930456","doi":"10.1002/ecs2.3709","title":"Weighing the predictors: host traits and coinfecting species both explain variation in parasitism of Rock Ptarmigan","year":2021,"lang":"en","type":"article","venue":"Ecosphere","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Parasitism; Host (biology); Parasite hosting; Genetic variation; Zoology; Ecology; Evolutionary biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001358878,0.00006461626,0.00008803276,0.000005869677,0.0001177076,0.00001561088,0.00005875612,0.00005094,0.003504276],"category_scores_gemma":[0.00007040565,0.00005250645,0.00002266513,0.0001053959,0.00003811171,0.0001669221,0.00005013929,0.0001246556,0.00006656689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004222148,"about_ca_system_score_gemma":0.000009253741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002620711,"about_ca_topic_score_gemma":0.002725382,"domain_scores_codex":[0.9994499,0.00008039237,0.0001423533,0.0001498085,0.00006253708,0.0001149862],"domain_scores_gemma":[0.9996984,0.0001422431,0.00006467191,0.00006695227,0.000003950741,0.00002380157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001746703,0.0001384157,0.8721588,0.00001092598,0.00003645921,0.00002769589,0.006499161,0.001781986,0.1142483,0.0008127796,0.002167266,0.002100788],"study_design_scores_gemma":[0.0001314012,0.00002245031,0.9927176,0.00002263724,0.000006792755,0.0000206816,0.000669415,0.0008067934,0.002539789,0.0001209889,0.002884517,0.00005694255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740654,0.0001098314,0.0003405282,0.0002183964,0.0001065268,0.00006760516,0.000009142281,0.00001054322,0.025072],"genre_scores_gemma":[0.998567,0.00004997344,0.0002507349,0.00007156665,0.00003916945,0.000006342631,0.000003395495,0.000004138176,0.001007716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1205588,"threshold_uncertainty_score":0.9974067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009375413321732634,"score_gpt":0.2528777640050132,"score_spread":0.2435023506832806,"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."}}