{"id":"W6902105305","doi":"10.6084/m9.figshare.1197062","title":"IUFRO News 2013/8: Urgent Need for Reliable Methods of Virus Detection and Identification in Forest Trees","year":2014,"lang":"en","type":"article","venue":"Figshare","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Legislation; Work (physics); Forest ecology; Forest management; Sustainable forest management","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":[0.01393126,0.001064096,0.001414235,0.002929778,0.002194242,0.005261109,0.003072906,0.01595113,0.03013501],"category_scores_gemma":[0.01820332,0.001135996,0.001246298,0.001166487,0.003334337,0.006690253,0.001397473,0.01371571,0.01905308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002443965,"about_ca_system_score_gemma":0.002993873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01215284,"about_ca_topic_score_gemma":0.0244544,"domain_scores_codex":[0.9936684,0.00117277,0.0005583755,0.0004112649,0.003641173,0.0005480743],"domain_scores_gemma":[0.9749504,0.009466356,0.002329094,0.001556072,0.008621034,0.003076959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008423648,0.00005154545,0.001017133,0.0005512018,0.00001614243,0.0001572072,0.0001402152,0.00005109771,0.003923194,0.001189939,0.9342618,0.05855622],"study_design_scores_gemma":[0.00001646666,0.00005662038,0.003876614,0.000284352,0.00001427627,0.000263222,0.0001973577,0.00007417864,0.0009787543,0.001457418,0.9927451,0.00003558363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002129076,0.0817795,0.006697217,0.7108123,0.1542237,0.0004037552,0.00438353,0.001334336,0.03823657],"genre_scores_gemma":[0.022994,0.09657873,0.03398453,0.4532752,0.2050855,0.00081066,0.006780559,0.001558362,0.1789325],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03013501,"threshold_uncertainty_score":0.1008117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09061030293622349,"score_gpt":0.3296534728919169,"score_spread":0.2390431699556934,"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."}}