{"id":"W3194280589","doi":"10.3390/jof7080660","title":"Smuts to the Power of Three: Biotechnology, Biotrophy, and Basic Biology","year":2021,"lang":"en","type":"article","venue":"Journal of Fungi","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Biology; Smut; Biotechnology; Botany","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":[0.002894482,0.0008984011,0.001024477,0.001481081,0.002332396,0.006333154,0.0007982068,0.00275685,0.01225227],"category_scores_gemma":[0.002701134,0.0002809994,0.0005614142,0.0009771925,0.01119585,0.008728907,0.004691558,0.007368378,0.003750171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002101396,"about_ca_system_score_gemma":0.002523397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090796,"about_ca_topic_score_gemma":0.001308634,"domain_scores_codex":[0.9988286,0.0002827134,0.00006108686,0.0002280661,0.0004284725,0.000171072],"domain_scores_gemma":[0.9968507,0.0009622748,0.000291682,0.0002993052,0.0005937586,0.001002163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004605092,0.0002001426,0.002260593,0.001555852,0.0001060987,0.0006385772,0.002156501,0.0006244723,0.03040124,0.5096343,0.08161171,0.37035],"study_design_scores_gemma":[0.00003369697,0.0002414435,0.001257932,0.0008802669,0.00003102087,0.0005548429,0.001307641,0.000346908,0.005470588,0.2045247,0.7852652,0.00008575927],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02537266,0.4470437,0.03705214,0.3207911,0.03089654,0.00006287556,0.0002189462,0.001039197,0.1375228],"genre_scores_gemma":[0.338035,0.3555565,0.03218701,0.102082,0.02492678,0.000187617,0.0003936188,0.0003949785,0.1462365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01225227,"threshold_uncertainty_score":0.04098791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228114102958457,"score_gpt":0.215580603342234,"score_spread":0.2032994623126494,"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."}}