{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001049851,0.0003813444,0.0002189645,0.0006486248,0.00110035,0.0002902845,0.0004006384,0.0003414045,0.009277204],"category_scores_gemma":[0.000257868,0.0001545039,0.000134798,0.0004320738,0.0003848596,0.0006987646,0.0008441415,0.0004971185,0.002317996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005105768,"about_ca_system_score_gemma":0.000247912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00285907,"about_ca_topic_score_gemma":0.009228582,"domain_scores_codex":[0.9999068,0.000009484587,0.00001075597,0.00003823714,0.000017805,0.00001697481],"domain_scores_gemma":[0.9998996,0.00001359021,0.00003875273,0.00001544093,0.00002014134,0.0000124524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001009404,0.0002373583,0.07403583,0.001483221,0.0001048403,0.005740677,0.003362071,0.001544345,0.2722596,0.01523735,0.01815144,0.6068339],"study_design_scores_gemma":[0.00009177435,0.0005545993,0.6553317,0.0003726657,0.00009954281,0.005799987,0.00156218,0.0007812709,0.00985874,0.002020509,0.3234974,0.00002967544],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7183994,0.005512641,0.004038161,0.0005492,0.0001997269,0.0002477061,0.003950684,0.000415307,0.2666873],"genre_scores_gemma":[0.956578,0.001107296,0.002726104,0.0004088707,0.00005985163,0.0001214062,0.001438407,0.00002236181,0.03753768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009277204,"threshold_uncertainty_score":0.0310353,"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."}}