{"id":"W2478478278","doi":"10.1038/srep30438","title":"Is ragweed pollen allergenicity governed by environmental conditions during plant growth and flowering?","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut National de la Recherche Agronomique","keywords":"Ragweed; Pollen; Ambrosia; Biology; Botany; Allergy; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001844129,0.0001199796,0.0001727167,0.00006070496,0.000292092,0.00004865879,0.00002864648,0.00006124633,0.0007960036],"category_scores_gemma":[0.00005729037,0.00008583142,0.0000598376,0.00007053722,0.0002104931,0.0001377487,0.00005170617,0.00004867939,0.00002385577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006517997,"about_ca_system_score_gemma":0.00003373579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002235529,"about_ca_topic_score_gemma":0.000004017694,"domain_scores_codex":[0.9985306,0.0000164486,0.0003196996,0.0005239669,0.000394249,0.0002150199],"domain_scores_gemma":[0.9993289,0.00001467182,0.0001403177,0.0003186985,0.00002007999,0.0001773189],"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":[0.00003414714,0.00007906542,0.02049864,0.00001628522,0.00005150065,0.0005605284,0.0003478004,3.881995e-7,0.9519453,0.00002201931,0.02636234,0.00008199931],"study_design_scores_gemma":[0.002880832,0.0001300448,0.315148,0.0002616411,0.0001099171,0.005928493,0.000309525,0.0001832886,0.6530989,0.001227765,0.02014132,0.0005802744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964942,0.0001042132,0.00006311147,0.0007019512,0.0009307038,0.0002163592,0.0001041613,0.00004592981,0.001339391],"genre_scores_gemma":[0.9901305,0.00007672906,0.00006272443,0.00009115878,0.00005168925,0.00000607835,0.0001791966,0.00001449561,0.009387388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2988464,"threshold_uncertainty_score":0.8715681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007146409356115177,"score_gpt":0.2094369373717722,"score_spread":0.202290528015657,"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."}}