{"id":"W6961322440","doi":"10.14288/bcs.v0i71.1249","title":"Book Reviews","year":2010,"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":"Publishing; Exhibition; Seal (emblem); George (robot); First world war; Memoir","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006375548,0.001227117,0.0009926684,0.003373607,0.001280314,0.006251812,0.001839502,0.001917924,0.5460137],"category_scores_gemma":[0.003503389,0.0004881072,0.0006620747,0.004259444,0.0006381572,0.003195287,0.001822261,0.00226123,0.5742819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001751382,"about_ca_system_score_gemma":0.002802619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003369947,"about_ca_topic_score_gemma":0.008075646,"domain_scores_codex":[0.9989306,0.0000886277,0.00005536562,0.0001659492,0.0006769736,0.00008238541],"domain_scores_gemma":[0.9980038,0.0002520437,0.00009716566,0.0001765423,0.001087614,0.0003828279],"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":[0.00000675085,0.00001298517,0.00002656309,0.0002025446,0.000001683454,0.0000293662,0.0000265239,0.00002791936,0.000126408,0.001711391,0.9319761,0.06585173],"study_design_scores_gemma":[0.000001164242,0.000002795478,0.00004529862,0.00009437057,7.877049e-7,0.00004557217,0.00001680872,0.000005038103,0.00001787418,0.0002713121,0.9994973,0.000001699025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0002935469,0.07121624,0.001350027,0.008332638,0.02695718,0.0001488043,0.002720386,0.001033127,0.8879481],"genre_scores_gemma":[0.0009869102,0.02606976,0.0009069062,0.00331508,0.003796211,0.00005685581,0.002172292,0.0003449056,0.962351],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5460137,"threshold_uncertainty_score":0.6475564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02330243134250173,"score_gpt":0.2343261989258581,"score_spread":0.2110237675833564,"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."}}