{"id":"W2181404518","doi":"","title":"Improving the knowledge of Aphytis melinus biology to optimize its mass production: influence of food source, host and parasitoid densities","year":2015,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Junta de Andalucía; Rio Tinto; Institut National de la Recherche Agronomique; Generalitat Valenciana","keywords":"Parasitoid; Biology; Aphelinidae; Sex ratio; Fecundity; Offspring; Host (biology); Hymenoptera; Animal science; Zoology; Toxicology; Parasitoid wasp; Botany; Ecology; Population; Demography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001639447,0.0002659487,0.0002233646,0.0002459947,0.0001378092,0.0003007714,0.0001764294,0.0001806264,0.001350451],"category_scores_gemma":[0.0002924766,0.0001075877,0.0001419684,0.00009668232,0.00009729969,0.0006621545,0.0001972516,0.0002018939,0.0003467301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002270724,"about_ca_system_score_gemma":0.0001915946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132802,"about_ca_topic_score_gemma":0.002785154,"domain_scores_codex":[0.9999268,0.00001432496,0.000009841102,0.00002689116,0.00001588294,0.000006176938],"domain_scores_gemma":[0.999765,0.00005944122,0.00008634743,0.00001740432,0.00003304218,0.000038747],"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":[0.0001001254,0.00009406069,0.02831565,0.000329963,0.0000195437,0.0001312078,0.0001057934,0.0002674268,0.9397141,0.00006233917,0.0000991618,0.03076061],"study_design_scores_gemma":[0.00001478256,0.001066852,0.8308386,0.0000944393,0.00008643662,0.0009815232,0.0003942521,0.003819915,0.1552665,0.0003581031,0.007051228,0.00002737067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929774,0.002655578,0.002739753,0.0001579009,0.0000093293,0.00001915077,0.0001808067,0.0000383677,0.001221639],"genre_scores_gemma":[0.9911013,0.001797254,0.00558088,0.00005843432,0.00001843532,0.00003186389,0.0002804,0.00001107167,0.001120364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001350451,"threshold_uncertainty_score":0.004517734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03429976331405807,"score_gpt":0.2562362524927259,"score_spread":0.2219364891786678,"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."}}