{"id":"W7005526613","doi":"","title":"Race identification of Pseudomonas savastanoi pv. phaseolicola on domestic bean cultivars","year":2019,"lang":"en","type":"article","venue":"PlantaRum (Institute for Plant Protection and Environment)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cultivar; Inoculation; Phaseolus; Pathogen; Pseudomonas; Nutrient agar; Bacteria; Colletotrichum lindemuthianum","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":[0.0001183806,0.0002642331,0.0002036537,0.0006478399,0.000193642,0.0002203234,0.0001248073,0.0001783963,0.0009239435],"category_scores_gemma":[0.0002448432,0.0001181623,0.000203249,0.0002485339,0.00009829642,0.0001061591,0.0002525356,0.0002086755,0.0003016056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002517037,"about_ca_system_score_gemma":0.0001367393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001824494,"about_ca_topic_score_gemma":0.002696823,"domain_scores_codex":[0.999841,0.00002179757,0.00001072793,0.00004687321,0.00003747137,0.00004217465],"domain_scores_gemma":[0.99986,0.00002450673,0.00003691964,0.00001814871,0.00003298968,0.00002729958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004119755,0.00001004823,0.001147718,0.00001058954,0.000001809362,0.0000304132,0.00004151191,0.000005945873,0.9977642,0.00001460143,0.000008537002,0.0009235186],"study_design_scores_gemma":[0.00003032686,0.0009935023,0.4906217,0.00002175024,0.00007476123,0.002465748,0.0004186057,0.0007050565,0.498482,0.00009521485,0.006066264,0.00002514192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977489,0.000175348,0.0005389495,0.00003275277,0.000006244844,0.00001893505,0.0003785978,0.00002944396,0.001070854],"genre_scores_gemma":[0.9943388,0.0001777037,0.001564433,0.00003091819,0.000005328423,0.00003414051,0.002133832,0.0000188748,0.001695983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001824494,"threshold_uncertainty_score":0.003627777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008616017283473346,"score_gpt":0.2285884824005144,"score_spread":0.219972465117041,"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."}}