{"id":"W7066242687","doi":"","title":"Grapevine Viruses, Their Insect Vectors, and the Development of Management Strategies in Canada and the United States: A Scoping Review Protocol","year":2022,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Religion, Gender, and Enlightenment","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Work (physics); Vector (molecular biology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002984663,0.0003785443,0.0006807621,0.0001808274,0.0002656655,0.0001299932,0.00063303,0.00004656061,0.1574829],"category_scores_gemma":[0.00006315082,0.0002243188,0.00007723182,0.0001135015,0.0004732246,0.0000507815,0.001075204,0.0003166445,0.0006533667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002758661,"about_ca_system_score_gemma":0.0006935999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4840116,"about_ca_topic_score_gemma":0.6281346,"domain_scores_codex":[0.9968476,0.0008349991,0.0008056689,0.0008241125,0.0004134376,0.0002741477],"domain_scores_gemma":[0.9978071,0.0002892827,0.0005186521,0.001289862,0.00003790766,0.00005713289],"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":[0.001469434,0.0003972155,0.002238164,0.06437664,0.00296221,0.00004219139,0.3566178,0.0003427103,0.00000243734,0.09381489,0.4638933,0.01384305],"study_design_scores_gemma":[0.002073476,0.000001248121,0.0001869107,0.007107335,0.0000828984,0.000003434665,0.02504533,0.00002414319,0.000008495862,0.001451889,0.9637161,0.0002987322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002185153,0.000392551,0.00001865332,0.0002412637,0.0001405864,0.07452749,0.0000327087,0.0000478871,0.9224137],"genre_scores_gemma":[0.00421251,0.06054268,0.0003086888,0.003155635,0.0001823005,0.2968776,0.0002218344,0.0005270817,0.6339717],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4998229,"threshold_uncertainty_score":0.9147455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03152022773134055,"score_gpt":0.2586594492828933,"score_spread":0.2271392215515528,"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."}}