{"id":"W4248310318","doi":"10.7202/1037537ar","title":"Communications scientifiques","year":2016,"lang":"en","type":"article","venue":"Phytoprotection","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001164341,0.00004762184,0.00004682298,0.000006441386,0.0002193668,0.000024042,0.0001575694,0.00002919401,0.000238609],"category_scores_gemma":[0.00002153799,0.00001320229,0.00003881398,0.0001390442,0.00004888002,0.0001184464,0.00005095749,0.00003241608,0.0001321341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001905927,"about_ca_system_score_gemma":0.000001888574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001481298,"about_ca_topic_score_gemma":0.0003659443,"domain_scores_codex":[0.9995841,0.00002858066,0.00007473247,0.0001304577,0.00007192403,0.0001102461],"domain_scores_gemma":[0.9997549,0.0000424244,0.00003304153,0.00009330836,0.00004240846,0.00003390388],"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":[0.000002655137,0.00001644254,0.003393562,6.424456e-7,0.000001158142,1.027674e-7,0.000005985164,1.36367e-8,0.7239412,0.0004669778,0.0001746155,0.2719966],"study_design_scores_gemma":[0.0001234377,0.0001095728,0.1567464,0.00005071989,0.000004827914,0.00001075903,0.00002254501,0.00003142127,0.442138,0.009523883,0.3910548,0.0001835443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893028,0.0000594839,0.0002191873,0.003918784,0.0001356893,0.0001415307,0.00002063248,0.0001363271,0.006065545],"genre_scores_gemma":[0.9988523,0.00005303618,0.000189735,0.00005946866,0.0001508949,0.00004612964,0.000004027884,3.259545e-7,0.0006440965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3908802,"threshold_uncertainty_score":0.2612602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03388062715455104,"score_gpt":0.2212504214029281,"score_spread":0.1873697942483771,"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."}}