{"id":"W6959753096","doi":"10.1109/socc46988.2019.9088028","title":"SOCC 2019 Organizing Committee","year":2019,"lang":"en","type":"article","venue":"","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Chiao Tung University; Queen's University; Queen's University Belfast; Shanghai Educational Development Foundation; National University of Singapore; Rice University","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00954522,0.001634468,0.001146057,0.003133258,0.00289445,0.00735096,0.002329171,0.005290483,0.1737019],"category_scores_gemma":[0.006128852,0.0005597448,0.001587106,0.001438014,0.0008908525,0.001766403,0.004873119,0.003879763,0.149704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004704705,"about_ca_system_score_gemma":0.01434702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009943049,"about_ca_topic_score_gemma":0.02079625,"domain_scores_codex":[0.996047,0.0004596542,0.0001814698,0.000346992,0.001867409,0.001097497],"domain_scores_gemma":[0.9812853,0.0004351645,0.0004929602,0.0005201668,0.009647129,0.007619355],"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":[0.00006079076,0.00002355798,0.000168296,0.000120433,0.000006036063,0.00003940841,0.000009784471,0.00005914775,0.0002578055,0.0009886723,0.9875948,0.01067123],"study_design_scores_gemma":[0.00001201939,0.00001973312,0.000549974,0.0000638773,0.000003693179,0.00001921274,0.00002904783,0.00006701035,0.0001244973,0.0002921147,0.9988134,0.00000540437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.003900433,0.008774201,0.004836288,0.1219863,0.4289479,0.002836996,0.01457085,0.00122708,0.4129199],"genre_scores_gemma":[0.007414868,0.002702141,0.002101277,0.01165559,0.03751923,0.0008234516,0.01011111,0.0006010946,0.9270713],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8262981,"threshold_uncertainty_score":0.5810907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009823581390469302,"score_gpt":0.1751983797375783,"score_spread":0.1653747983471091,"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."}}