{"id":"W7087782341","doi":"10.14288/1.0450329","title":"Assessment of potential strategies for managing crown gall disease of grapevine and phylogenetic analysis of Allorhizobium vitis strains in the Okanagan Valley","year":2025,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gall; Rhizosphere; Phylogenetic tree; Biological pest control; Crown (dentistry); Genetic diversity; Crop; Bacteria","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":[0.0001561839,0.0000352995,0.0002744463,0.00003831034,0.00007414578,0.00002499705,0.0002094676,0.00003494669,0.00002788511],"category_scores_gemma":[0.000005256447,0.00004471127,0.0001734432,0.0004947542,0.00017238,0.00007026664,0.00006196609,0.00003653128,1.527924e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008236167,"about_ca_system_score_gemma":0.00002656222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008282606,"about_ca_topic_score_gemma":0.2595801,"domain_scores_codex":[0.9993767,0.00004557407,0.0001475794,0.0001863468,0.0001294927,0.0001142828],"domain_scores_gemma":[0.9996179,0.00005770267,0.0001315763,0.00006739437,0.0000933536,0.00003206623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000585714,0.0006767084,0.6286517,0.0005542617,0.0007012532,0.00005007863,0.0002986128,0.0004797187,0.1266214,0.0003905993,0.0001285914,0.2413885],"study_design_scores_gemma":[0.0002764586,0.0001016448,0.9939886,0.00007189086,0.0003772009,6.597163e-7,0.003258024,0.001123351,0.000005303234,0.0007257867,0.00001014465,0.00006094197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983588,0.0001395234,0.0001310124,0.0001265418,0.00001481695,0.0001935226,0.0006850352,0.000003589198,0.0003471885],"genre_scores_gemma":[0.9995721,0.0001733113,0.0001595347,0.00001486048,0.000005182228,8.177292e-7,0.00004913178,4.467438e-7,0.00002462394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3653369,"threshold_uncertainty_score":0.9983214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008304311807538262,"score_gpt":0.1976846983763609,"score_spread":0.1893803865688227,"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."}}