{"id":"W6961104579","doi":"10.14288/1.0178425","title":"The Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ledger; Distributed ledger; Population; Publishing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001843389,0.0009526096,0.0007661676,0.003788289,0.005826673,0.0103473,0.0008381887,0.002139108,0.2281964],"category_scores_gemma":[0.006332359,0.0005703429,0.0004209711,0.002630894,0.002110128,0.004869783,0.004311207,0.002925502,0.1073414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004517141,"about_ca_system_score_gemma":0.007063732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0104086,"about_ca_topic_score_gemma":0.03091301,"domain_scores_codex":[0.9977043,0.000248404,0.00009943974,0.0003900597,0.001260952,0.0002968782],"domain_scores_gemma":[0.9952555,0.0004679333,0.0002043811,0.000443638,0.001997202,0.00163122],"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":[0.00003393001,0.00001598646,0.0001944838,0.00005918661,0.000002453638,0.000114676,0.0002254028,0.00002014294,0.0002682001,0.008671478,0.9524679,0.03792602],"study_design_scores_gemma":[0.000001068451,0.000003741765,0.0001597521,0.00002342436,4.410203e-7,0.00003455807,0.00005404927,0.000004747089,0.00006307309,0.0002355165,0.9994161,0.000003456695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004339572,0.02013217,0.001917764,0.0349797,0.1432215,0.0002297373,0.002798472,0.001724425,0.7906567],"genre_scores_gemma":[0.005056442,0.002792403,0.0005378303,0.001282833,0.004647785,0.00003218017,0.0004276857,0.0005083371,0.9847144],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9895914,"threshold_uncertainty_score":0.763393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03110366786566018,"score_gpt":0.2422277466829854,"score_spread":0.2111240788173252,"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."}}