{"id":"W6949783652","doi":"10.5281/zenodo.5689637","title":"Aphelenchoides saprophilus Franklin 1957","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PEST analysis; Nematode; Festuca; Nematology; Sativum","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004663186,0.0002435071,0.00009697604,0.0007273694,0.0004038858,0.0001561487,0.0000895843,0.0001700826,0.002704114],"category_scores_gemma":[0.0001257836,0.00008615496,0.00008933699,0.0001775976,0.0001397456,0.0002599437,0.0002330854,0.0001720048,0.0009204337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001778626,"about_ca_system_score_gemma":0.0001833169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003009442,"about_ca_topic_score_gemma":0.006644382,"domain_scores_codex":[0.9999405,0.000004491334,0.000005365047,0.00001558962,0.00002398402,0.00001013589],"domain_scores_gemma":[0.999936,0.00001169988,0.00001845484,0.000004038586,0.00001754994,0.0000122445],"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":[0.0006828255,0.0002870229,0.1297254,0.0008627304,0.0000623744,0.004455141,0.001547635,0.0003617233,0.6138631,0.001418808,0.00413028,0.2426031],"study_design_scores_gemma":[0.00004511265,0.001177958,0.875584,0.0001292964,0.00007396565,0.01190345,0.001104892,0.0007327944,0.04042953,0.0007608554,0.0680272,0.00003096744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624605,0.0016085,0.001004033,0.0000969038,0.00005396565,0.00008780533,0.0007676941,0.00006868213,0.03385194],"genre_scores_gemma":[0.9886407,0.0008963985,0.001262322,0.0000536806,0.00002203621,0.0000252375,0.00046551,0.000003091622,0.008631027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003009442,"threshold_uncertainty_score":0.009046137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06598576872645973,"score_gpt":0.2308857454725685,"score_spread":0.1648999767461088,"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."}}