{"id":"W6912812224","doi":"10.5281/zenodo.5162408","title":"Nemorimyza posticata","year":2021,"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":"Solidago canadensis; Gigantea; Forb; Asteraceae; Invasive species","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001528319,0.00007196107,0.00008251261,0.0000146884,0.001517626,0.0005018123,0.0003673267,0.00002437859,0.02333203],"category_scores_gemma":[0.0001849142,0.00003767357,0.00003423937,0.0004283977,0.00004730581,0.000120108,0.0008468534,0.00007103134,0.004504176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001744148,"about_ca_system_score_gemma":4.138621e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003335761,"about_ca_topic_score_gemma":5.670935e-7,"domain_scores_codex":[0.9991673,0.0001043418,0.0001220672,0.000242307,0.0001800892,0.0001839007],"domain_scores_gemma":[0.9994662,0.00002059815,0.00004230122,0.0000896076,0.0003134203,0.00006789619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000343381,0.0002277445,0.00005023826,0.00003482868,0.00006256981,0.00004585768,0.0003846871,0.000001892582,0.2883611,0.02382657,0.2382172,0.4487529],"study_design_scores_gemma":[0.00009129621,0.00004681171,0.008643421,0.000007734428,0.000007325202,0.00002725562,0.0004443655,0.0000149515,0.001169505,0.000238002,0.9892161,0.00009320431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5141039,0.0002200583,0.000429377,0.01098285,0.0002194248,0.0003546737,0.000337712,0.001321821,0.4720302],"genre_scores_gemma":[0.9926568,0.0001472784,0.00008529538,0.000541208,0.0002267078,2.304419e-8,0.003765869,0.00004828399,0.002528513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7509989,"threshold_uncertainty_score":0.9997823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04480738617181124,"score_gpt":0.2239853015103766,"score_spread":0.1791779153385653,"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."}}