{"id":"W1517547678","doi":"10.1002/9781119312994.apr0361","title":"A Personal Perspective of the Last 40 Years of Plant Pathology: Emerging Themes, Paradigm Shifts and Future Promise","year":2017,"lang":"en","type":"other","venue":"Annual Plant Reviews online","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hindsight bias; Biology; Disease; CLARITY; Resistance (ecology); Plant disease resistance; Perspective (graphical); Genetics; Computational biology; Evolutionary biology; Gene; Ecology; Psychology; Medicine; Pathology; Cognitive psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00782549,0.001206382,0.00135046,0.002223579,0.003611853,0.008874395,0.001142705,0.007378255,0.0191027],"category_scores_gemma":[0.009315934,0.0003104663,0.0007291019,0.002205357,0.006499526,0.01373348,0.004265978,0.01673634,0.005778707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002553845,"about_ca_system_score_gemma":0.003844137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001469373,"about_ca_topic_score_gemma":0.003376215,"domain_scores_codex":[0.9975784,0.0009956493,0.0001384369,0.0004530712,0.0005474397,0.0002870669],"domain_scores_gemma":[0.987709,0.005107542,0.0006010899,0.0005075337,0.002402349,0.003672516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007960938,0.00006892667,0.0005098092,0.0009075144,0.00002897501,0.0003073321,0.001514758,0.0001375779,0.0006211042,0.0410431,0.8680554,0.08672586],"study_design_scores_gemma":[0.000007709411,0.00003807367,0.0003251972,0.001080062,0.000009248814,0.0006470752,0.001626571,0.00006995323,0.00009638975,0.02480692,0.9712631,0.00002972542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0005257127,0.4034553,0.0009663824,0.5236276,0.06431181,0.000005862708,0.00009737859,0.00006217857,0.006947753],"genre_scores_gemma":[0.01807977,0.4744283,0.002589952,0.3346763,0.1477894,0.00004047969,0.0001456435,0.0001182102,0.02213208],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0191027,"threshold_uncertainty_score":0.06390488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02149694110828552,"score_gpt":0.263477043233902,"score_spread":0.2419801021256165,"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."}}