{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002251305,0.0002432493,0.0001785045,0.0009597258,0.0006487379,0.0005154042,0.000261636,0.0001454234,0.0004600061],"category_scores_gemma":[0.000328951,0.0001886299,0.0001232563,0.000623986,0.0003087275,0.0001040165,0.0002677775,0.000154268,0.0001066377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002919273,"about_ca_system_score_gemma":0.001299422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.747802,"about_ca_topic_score_gemma":0.9265288,"domain_scores_codex":[0.9998432,0.00001357218,0.00001299866,0.00005204937,0.0000403598,0.00003770949],"domain_scores_gemma":[0.9994361,0.00004907257,0.0001708828,0.00002044019,0.0001797703,0.0001438076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001720207,0.00003198233,0.9829651,0.00005802818,0.00004169517,0.0004273492,0.0005324099,0.0002714306,0.01101044,0.00002277936,0.00018431,0.004282379],"study_design_scores_gemma":[0.000001336744,0.00001946931,0.999495,0.000004502754,0.000003128873,0.00003291734,0.0001348872,0.00004877652,0.0001083086,0.000001319,0.0001491975,0.000001180566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998486,0.0001910755,0.00003176377,0.000009244603,0.000003373967,0.00001653752,0.0007563222,0.000002809948,0.0005030028],"genre_scores_gemma":[0.9980032,0.0001984832,0.000154046,0.00001806642,0.000001831171,0.000008389097,0.0007779708,0.000001275156,0.000836894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.252198,"threshold_uncertainty_score":0.5073664,"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."}}