{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001622276,0.001953461,0.00197427,0.003564412,0.00222089,0.008224915,0.002715853,0.004568078,0.4837047],"category_scores_gemma":[0.003748256,0.0009932035,0.001559483,0.004447516,0.001237322,0.002973541,0.003002657,0.00430567,0.4571287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002486158,"about_ca_system_score_gemma":0.00441837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003476268,"about_ca_topic_score_gemma":0.002586164,"domain_scores_codex":[0.9978226,0.0002782453,0.0002200442,0.0005111918,0.0008925791,0.0002753287],"domain_scores_gemma":[0.9968095,0.00038713,0.000187503,0.000726674,0.001412532,0.0004765945],"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":[0.0004666538,0.0001830369,0.0005421571,0.003526173,0.0001001516,0.000667184,0.0002286334,0.0003415236,0.03132561,0.02013762,0.5587617,0.3837197],"study_design_scores_gemma":[0.00001570401,0.00003159342,0.0003103142,0.0001824151,0.00001386971,0.000193159,0.00004221683,0.00006396089,0.001613754,0.001200854,0.9963212,0.00001098142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004379759,0.07422014,0.01563718,0.0164011,0.05960733,0.0007127865,0.03104851,0.003951774,0.7940415],"genre_scores_gemma":[0.01993557,0.06239887,0.01064392,0.005453272,0.006322525,0.0007466484,0.0493003,0.001444143,0.8437548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4837047,"threshold_uncertainty_score":0.7364326,"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."}}