{"id":"W2098240964","doi":"10.1186/1746-4811-7-46","title":"Reproducible hairy root transformation and spot-inoculation methods to study root symbioses of pea","year":2011,"lang":"en","type":"article","venue":"Plant Methods","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Institut National de la Recherche Agronomique; Centre National de la Recherche Scientifique; Natural Sciences and Engineering Research Council of Canada; Wilfrid Laurier University","keywords":"Root (linguistics); Symbiosis; Transformation (genetics); Inoculation; Biology; Horticulture; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003730946,0.0001672116,0.0003127015,0.00004795719,0.0001314267,0.00002632093,0.0001945953,0.00008727305,0.0001382995],"category_scores_gemma":[0.0003153156,0.00007343776,0.00007155053,0.0004355202,0.00002903683,0.0001991478,0.00006313644,0.00009787775,0.000006212252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001556885,"about_ca_system_score_gemma":0.000005479078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007667211,"about_ca_topic_score_gemma":0.0002791942,"domain_scores_codex":[0.9976732,0.001055406,0.0004186201,0.0004464335,0.0001815208,0.0002248695],"domain_scores_gemma":[0.9990947,0.0004364366,0.0001400512,0.0001454237,0.00007730201,0.000106118],"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":[0.00009605415,0.000204438,0.04761853,0.00001603833,0.00004487938,0.000001558029,0.004424255,3.955639e-7,0.650646,0.0001146213,0.00001701943,0.2968162],"study_design_scores_gemma":[0.0001040091,0.0003777451,0.4478837,0.00001204794,0.00005205334,0.00001123201,0.0006257467,0.00002880827,0.5500899,0.0004151186,0.0002655416,0.0001340958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950018,0.0001117481,0.002640244,0.000158173,0.0001505639,0.0005737448,0.00003456381,0.00008034225,0.001248809],"genre_scores_gemma":[0.8006867,0.000003564891,0.1991641,0.00002220822,0.00005486238,0.00002560333,0.00002118646,0.00000164639,0.000020162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4002652,"threshold_uncertainty_score":0.2994705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07551915319757069,"score_gpt":0.3275323680437897,"score_spread":0.252013214846219,"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."}}