{"id":"W2099369784","doi":"10.7202/705985ar","title":"Un modèle d’estimation de l’état d’avancement de la période d’infection primaire par le Venturia inaequalis en verger de pommiers","year":2005,"lang":"fr","type":"article","venue":"Phytoprotection","topic":"Fungal Plant Pathogen Control","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Quebec Society for the Protection of Plants; Espace pour la vie","funders":"","keywords":"Humanities; Physics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00127672,0.0002622627,0.0002204881,0.00003876068,0.0005851486,0.0001562027,0.0001379656,0.0003956426,0.0002389234],"category_scores_gemma":[0.0002048025,0.0001778144,0.0001607565,0.0003157643,0.0000973054,0.000532262,0.00004099426,0.0004337113,0.000114291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034728,"about_ca_system_score_gemma":0.00008724609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002920653,"about_ca_topic_score_gemma":0.0006211252,"domain_scores_codex":[0.9976141,0.0008250602,0.0003155477,0.0003957463,0.000242158,0.0006073918],"domain_scores_gemma":[0.9992883,0.0001778482,0.0002087728,0.00009973165,0.00005911589,0.0001662626],"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":[0.0001675115,0.0003506094,0.003157961,0.00006307918,0.00004573521,0.00001419536,0.0004441465,0.02735746,0.6523275,0.001180502,0.0007983465,0.3140929],"study_design_scores_gemma":[0.001419181,0.000845688,0.1567902,0.0002616503,0.0001711022,0.0004213622,0.0001773505,0.1749352,0.5564167,0.009912943,0.09781397,0.000834576],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622657,0.001363225,0.02015563,0.01375332,0.0006580633,0.00071626,0.00006361406,0.0001725413,0.0008516074],"genre_scores_gemma":[0.9932088,0.0002998727,0.003756927,0.0003113848,0.001506956,0.0002176497,0.00006327189,0.00000722657,0.0006278785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3132583,"threshold_uncertainty_score":0.7251061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009604614717883066,"score_gpt":0.2223767072580021,"score_spread":0.2127720925401191,"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."}}