{"id":"W2297711936","doi":"10.1111/eea.12425","title":"Replacing qualitative life‐history traits by quantitative indices in parasitoid evolutionary ecology","year":2016,"lang":"en","type":"article","venue":"Entomologia Experimentalis et Applicata","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Life history theory; Trait; Ecology; Evolutionary ecology; Life history; Parasitoid; Evolutionary biology; Hymenoptera; Host (biology)","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":[0.000376061,0.0002182219,0.0003020964,0.00002580967,0.0001151427,0.00001240554,0.0003267646,0.0001286079,0.00043141],"category_scores_gemma":[0.00009206383,0.00008472555,0.00006748617,0.0001583527,0.0002892515,0.0002070667,0.0001625343,0.0001098464,0.000119303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477746,"about_ca_system_score_gemma":0.00001577995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007214873,"about_ca_topic_score_gemma":0.001072992,"domain_scores_codex":[0.9982533,0.0003127843,0.0003175908,0.0005500927,0.0001867117,0.0003795112],"domain_scores_gemma":[0.9988089,0.0008627697,0.0001669491,0.00003843219,0.00002215686,0.0001008218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001603806,0.0002494303,0.01244116,0.000002620609,0.00004041629,0.00001025802,0.00408326,7.64718e-8,0.9425047,0.004072254,0.03580121,0.0006342568],"study_design_scores_gemma":[0.002566731,0.002945729,0.3875071,0.0001573503,0.00003561496,0.00005553748,0.07181191,0.00001210874,0.4940218,0.003759108,0.03511044,0.002016553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914562,0.004192902,0.000006372909,0.001706884,0.00004854111,0.0002953805,0.0003372784,0.00009211863,0.001864383],"genre_scores_gemma":[0.9982246,0.0002456688,0.0001837182,0.0006106347,0.00004501624,0.0002928483,0.0001157842,0.000001955485,0.0002797666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4484829,"threshold_uncertainty_score":0.4723637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08964025288794905,"score_gpt":0.3189305398244363,"score_spread":0.2292902869364872,"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."}}