{"id":"W2171686198","doi":"10.7202/007440ar","title":"Effets de populations françaises du puceron du pois, Acyrthosiphon pisum [Homoptera : Aphididae] sur la résistance d’un cultivar de luzerne","year":2004,"lang":"fr","type":"article","venue":"Phytoprotection","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Acyrthosiphon pisum; Forestry; Botany; Humanities; Aphididae; Homoptera; Art; Geography; PEST analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003853416,0.0003439603,0.000297237,0.00005079229,0.001093047,0.0001935443,0.0002177955,0.000334609,0.0007195122],"category_scores_gemma":[0.0001602205,0.0002117194,0.0002777057,0.0004408824,0.0001124824,0.0005882661,0.00004012977,0.0004861819,0.0001682119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003938241,"about_ca_system_score_gemma":0.00005252376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02873201,"about_ca_topic_score_gemma":0.006573479,"domain_scores_codex":[0.9979584,0.000301331,0.0003920131,0.0004898943,0.0002439701,0.0006143543],"domain_scores_gemma":[0.9991369,0.000162506,0.0002354729,0.0001291352,0.0001656393,0.0001703637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008805714,0.002573437,0.05934211,0.0001802414,0.0001810526,0.0001671649,0.001535792,0.004904402,0.739263,0.01134108,0.001235068,0.1783961],"study_design_scores_gemma":[0.002162467,0.0008545656,0.8324945,0.0006786271,0.0001683963,0.001076736,0.0002977118,0.00271269,0.07515047,0.01184969,0.07161201,0.0009421362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977003,0.001621266,0.005387105,0.01172601,0.001563642,0.0006432843,0.00009921728,0.0001857561,0.001770675],"genre_scores_gemma":[0.9953105,0.000518458,0.0004532824,0.0003389652,0.001974562,0.0002287166,0.00005180098,0.0000089081,0.001114847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7731524,"threshold_uncertainty_score":0.9777358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009011726832548729,"score_gpt":0.2089358489482299,"score_spread":0.1999241221156812,"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."}}