{"id":"W2744232955","doi":"","title":"Late Blight Network","year":2009,"lang":"en","type":"article","venue":"eCommons (Cornell University)","topic":"Fungal Plant Pathogen Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blight; Biology; Agronomy","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":[0.00009071232,0.0001154802,0.0001383357,0.00001486389,0.0002092102,0.00003340256,0.0003342855,0.0000816093,0.0004880963],"category_scores_gemma":[0.000008437741,0.00005373923,0.0000973835,0.0005201974,0.00002047819,0.0001414679,0.00004499685,0.0001245021,0.0003031464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002700346,"about_ca_system_score_gemma":0.000004314638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001688437,"about_ca_topic_score_gemma":0.0005798077,"domain_scores_codex":[0.9992403,0.00006429115,0.00008374831,0.0002469836,0.0000549172,0.0003097882],"domain_scores_gemma":[0.9996148,0.0001163875,0.00005049665,0.00007156037,0.00002450927,0.0001221988],"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":[0.0007900071,0.0008546381,0.1597317,0.000007950403,0.000147784,0.002408945,0.0001131894,0.01566221,0.6173635,0.05129744,0.08597132,0.06565142],"study_design_scores_gemma":[0.0008447933,0.0008470702,0.593729,0.00003631261,0.00008453071,0.00003004776,0.00008758835,0.004383014,0.001606287,0.006101024,0.3913265,0.0009238213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475871,0.00005353917,0.00001714083,0.0007183276,0.0001123402,0.0001040239,0.00003483598,0.0001393088,0.05123335],"genre_scores_gemma":[0.9937766,0.00001327823,0.00004290035,0.0003747829,0.0002507191,8.923878e-8,0.00003274193,4.46367e-7,0.005508481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6157572,"threshold_uncertainty_score":0.5344312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027659696057729,"score_gpt":0.1554674313537819,"score_spread":0.1351908343932046,"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."}}