{"id":"W4285306603","doi":"10.7202/1088485ar","title":"Plant-parasitic nematodes in Nova Scotia vineyards","year":2022,"lang":"en","type":"article","venue":"Phytoprotection","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Nova scotia; Nematode; Xiphinema; Dagger; Population; Vineyard; Nematology; Botany; Horticulture; Ecology; Geography; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001373204,0.00007088085,0.00009557718,0.00002345701,0.0002112075,0.00002662406,0.00008252082,0.00001382919,0.001203664],"category_scores_gemma":[0.000007030418,0.00003392639,0.00003182228,0.0004121329,0.00001111032,0.00008309496,0.00006383214,0.00009375771,0.00004280735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003247524,"about_ca_system_score_gemma":0.000001536929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004592189,"about_ca_topic_score_gemma":0.001282395,"domain_scores_codex":[0.9993752,0.00005025344,0.000125117,0.0001611,0.0001562758,0.0001320221],"domain_scores_gemma":[0.9998763,0.00001746692,0.00005199179,0.00002749961,0.0000120053,0.0000146947],"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":[0.0001905711,0.0004237187,0.1544286,0.00005688435,0.00003627464,0.00002598932,0.0003638532,0.0002860788,0.7947069,0.001587119,0.002164525,0.04572946],"study_design_scores_gemma":[0.0003337062,0.0002623454,0.9639141,0.0000196992,0.00000985225,0.0000222188,0.001320044,0.0004966524,0.01017875,0.001174162,0.02196053,0.000307941],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996931,0.00003879114,0.00002050925,0.0008253962,0.000237227,0.0002466185,0.00001695195,0.00006863218,0.001614851],"genre_scores_gemma":[0.9993444,0.000005334754,0.000006944651,0.0001668968,0.0001047064,0.00007032409,0.00005055684,6.482953e-7,0.0002501563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8094854,"threshold_uncertainty_score":0.9997094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502385166073255,"score_gpt":0.2248679175159828,"score_spread":0.1998440658552502,"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."}}