{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05411188,0.001912114,0.005257021,0.03110714,0.006602927,0.009163313,0.003514344,0.004261938,0.02114148],"category_scores_gemma":[0.07999452,0.001893491,0.005846892,0.03443516,0.003339202,0.004278407,0.007219573,0.002877207,0.002939055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04851278,"about_ca_system_score_gemma":0.2708849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3025581,"about_ca_topic_score_gemma":0.587193,"domain_scores_codex":[0.9806857,0.004419308,0.007688091,0.001234802,0.004776891,0.00119507],"domain_scores_gemma":[0.9221037,0.01988431,0.008929283,0.002551866,0.04388572,0.002645177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006667575,0.0001226781,0.002483767,0.7170931,0.0008482268,0.0007207009,0.007215572,0.001047655,0.001029632,0.009355417,0.08781689,0.1715996],"study_design_scores_gemma":[0.0003071227,0.0001309512,0.005430881,0.6825961,0.001708763,0.0001437638,0.004036612,0.0001457009,0.0003959262,0.002006586,0.3029819,0.0001156002],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005723999,0.1916269,0.007532088,0.0155987,0.002939628,0.6833853,0.06422783,0.0003035864,0.02866193],"genre_scores_gemma":[0.0112146,0.2152052,0.0290484,0.003588093,0.0003458923,0.7163657,0.0146888,0.00007407439,0.009469292],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6974419,"threshold_uncertainty_score":0.6015941,"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."}}