{"id":"W2126573836","doi":"10.1146/annurev.ento.49.061703.153618","title":"F<scp>UNCTIONAL</scp>E<scp>COLOGY OF</scp>I<scp>MMATURE</scp>P<scp>ARASITOIDS</scp>","year":2004,"lang":"en","type":"review","venue":"Annual Review of Entomology","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":212,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Agriculture and Agri-Food Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001733488,0.001737994,0.006305457,0.0003615505,0.000449326,0.00009566134,0.002255034,0.002230512,0.0003270118],"category_scores_gemma":[0.009075752,0.0008530668,0.003098501,0.001944369,0.0006352618,0.0004344598,0.0005615357,0.002107227,0.001254799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297436,"about_ca_system_score_gemma":0.0005457643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005041902,"about_ca_topic_score_gemma":0.0002759033,"domain_scores_codex":[0.9898539,0.001793387,0.003456756,0.001891911,0.00106522,0.001938794],"domain_scores_gemma":[0.9785831,0.01513045,0.003618075,0.0007239925,0.001398856,0.0005455389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001269224,0.002579015,0.0003294742,0.05982283,0.003213637,0.0005985775,0.0007047327,0.000007613216,0.0009028442,0.01778552,0.4751604,0.4388826],"study_design_scores_gemma":[0.0003932941,0.001488074,0.0004718218,0.0170157,0.001567317,0.001717101,0.0005966154,0.000001251829,0.0000755584,0.0007982012,0.9757273,0.000147774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004894268,0.9666883,0.00001434873,0.0002172797,0.003286812,0.002513523,0.002423926,0.000172405,0.01978917],"genre_scores_gemma":[0.0006315258,0.9770395,0.000115515,0.001756359,0.00174391,0.0006357232,0.002656088,0.00003626374,0.01538516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5005669,"threshold_uncertainty_score":0.9995366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914888868265521,"score_gpt":0.2909393839857838,"score_spread":0.2717904953031287,"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."}}