{"id":"W2141560083","doi":"10.1016/j.pt.2015.05.007","title":"Making the best of a bad situation: host partial resistance and bypass of behavioral manipulation by parasites?","year":2015,"lang":"en","type":"review","venue":"Trends in Parasitology","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; Université de Montréal; John Abbott College","funders":"Agence Nationale de la Recherche; Royal Society","keywords":"Host (biology); Biology; Resistance (ecology); Selection (genetic algorithm); Natural selection; Evolutionary biology; Host resistance; Ecology; Computer science; Artificial intelligence; Immunology","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":[0.0002267612,0.0002199921,0.0006692294,0.0001163334,0.00003088461,0.000006158507,0.0002044375,0.0004162993,0.00001072178],"category_scores_gemma":[0.00002133502,0.0001808238,0.0001138228,0.0002264174,0.0002685851,0.000002742796,0.00007969823,0.0001405131,0.000001665483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002248009,"about_ca_system_score_gemma":0.00008056216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000274477,"about_ca_topic_score_gemma":0.0006472131,"domain_scores_codex":[0.9985287,0.0002417634,0.0005834216,0.0003324336,0.0001289186,0.0001848055],"domain_scores_gemma":[0.9990115,0.00002850646,0.000486315,0.0003695945,0.00007017275,0.00003393276],"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":[0.0005132558,0.001145717,0.05340686,0.004558051,0.0006677739,0.00003042348,0.000711863,0.0002389502,0.001417076,0.002512144,0.01664195,0.9181559],"study_design_scores_gemma":[0.001324278,0.0007323503,0.00651027,0.001467153,0.001297147,0.0001307914,0.0001450788,0.0002918406,0.0001261271,0.0001042776,0.9871088,0.0007618373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0118704,0.9868227,0.0002437222,0.00003674589,0.0001490774,0.000188565,0.0001237999,0.000003959303,0.0005610077],"genre_scores_gemma":[0.136556,0.8606229,0.0004401498,0.00001527304,0.0001109962,0.00006628825,0.001223379,0.00003390073,0.0009311817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9704669,"threshold_uncertainty_score":0.7373781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07794893454858949,"score_gpt":0.4319848176049735,"score_spread":0.3540358830563841,"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."}}