{"id":"W7084259419","doi":"","title":"Editorial","year":2010,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007785866,0.0001898641,0.0003835158,0.00005276124,0.0003166595,0.000871692,0.002230889,0.0001714881,0.01146977],"category_scores_gemma":[0.0001981337,0.00007306121,0.0001575324,0.0005475015,0.00009778612,0.0008851241,0.0004398587,0.0004467776,0.00003274478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000128284,"about_ca_system_score_gemma":0.00002613245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004677382,"about_ca_topic_score_gemma":0.0007712816,"domain_scores_codex":[0.9982985,0.00008878289,0.0004152184,0.0003153922,0.0005621134,0.0003199928],"domain_scores_gemma":[0.9987749,0.0002923535,0.0003788372,0.0001174959,0.0002018678,0.000234548],"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":[0.00005554707,0.00007346714,0.04911981,0.000004362942,0.00001544871,0.000008464366,0.000004529204,0.000001087912,0.7198491,0.00004993486,0.2191226,0.01169557],"study_design_scores_gemma":[0.00009674882,0.000006904281,0.5282652,0.00003888605,0.00001297002,0.000007017958,0.0000128306,0.000003363852,0.0195054,0.001635775,0.450219,0.0001958824],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640035,0.001509727,0.000002096263,0.0002156908,0.02846832,0.0001851881,0.0001820644,0.00003118697,0.005402216],"genre_scores_gemma":[0.9642612,0.002302552,0.00007685103,0.0001429008,0.03259712,0.00001312477,0.00002811451,0.000002765154,0.0005753428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7003437,"threshold_uncertainty_score":0.9894339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.142573686268383,"score_gpt":0.4710613805646804,"score_spread":0.3284876942962975,"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."}}