{"id":"W4389981622","doi":"10.1080/07060661.2023.2293128","title":"The occurrence of cyst nematodes in agricultural fields of Southern Manitoba","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Agriculture; Geography; Archaeology; Physical geography","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":[0.0003698312,0.0005438246,0.0002493649,0.003305151,0.002400811,0.0009497807,0.0009394828,0.0002954206,0.001144623],"category_scores_gemma":[0.0007164884,0.0004452063,0.0001812155,0.003463637,0.0009695718,0.0002637395,0.0006643527,0.0002572894,0.0001823412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01070772,"about_ca_system_score_gemma":0.01235087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9632809,"about_ca_topic_score_gemma":0.9912524,"domain_scores_codex":[0.9996949,0.00002826392,0.00001912257,0.00004950396,0.0001193255,0.00008901082],"domain_scores_gemma":[0.9989747,0.00005832704,0.0002293352,0.0000236845,0.0004649636,0.000249087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004231839,0.00003383105,0.9831142,0.0001330388,0.00004165396,0.000836585,0.00253905,0.00009065193,0.006197532,0.00007453567,0.0003996769,0.006496937],"study_design_scores_gemma":[0.000002804699,0.00003136772,0.9957593,0.00003784453,0.00001398743,0.0001961607,0.002512784,0.00007718832,0.0001834845,0.000009061559,0.001169198,0.000006766223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995438,0.001125661,0.00009791343,0.0001231372,0.000007044827,0.00007163486,0.0009017934,0.00001697398,0.002217812],"genre_scores_gemma":[0.9951931,0.001328048,0.0006536389,0.0001470394,0.000005257927,0.00004138729,0.0007590136,0.000004593793,0.001868081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03671914,"threshold_uncertainty_score":0.0776903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174979054497805,"score_gpt":0.1950261593793522,"score_spread":0.1732763688343741,"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."}}