{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001920371,0.0001524806,0.00017323,0.00008519129,0.00008286189,0.00001988578,0.00009411976,0.0001089109,0.00001520088],"category_scores_gemma":[0.00002483031,0.0001505383,0.00007878645,0.00003902952,0.00007427939,0.00001714675,0.00003843504,0.00007515915,0.00002045361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003153145,"about_ca_system_score_gemma":0.00001404065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005670896,"about_ca_topic_score_gemma":0.00002248784,"domain_scores_codex":[0.9990479,0.0000256547,0.0002646952,0.0003759278,0.0001300363,0.0001558168],"domain_scores_gemma":[0.9994785,0.00001097288,0.0001733896,0.0002740024,0.0000109954,0.0000521823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004278929,0.0001194537,0.0003270058,0.00006735377,0.00007043027,0.000001640936,0.00003223202,0.0005675661,0.9954792,0.00003932802,0.0007193187,0.0021486],"study_design_scores_gemma":[0.0008373505,0.0005199261,0.001060646,0.00003156627,0.00006017394,0.00005632047,0.00001953706,0.000972487,0.9006784,0.00004801412,0.09551173,0.0002038501],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618657,0.00009311444,0.03615132,0.00008871964,0.00008860797,0.001208322,0.0002260671,0.00002555592,0.0002525584],"genre_scores_gemma":[0.9962346,0.0006737158,0.0005627864,0.00007188049,0.00006546955,0.0001257294,0.001281919,0.00001662147,0.0009672591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09480078,"threshold_uncertainty_score":0.6138773,"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."}}