{"id":"W2786899944","doi":"10.5539/jas.v10n3p71","title":"Effectiveness of Positive Selection in Managing Seed-Borne Potato Viruses","year":2018,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consortium of International Agricultural Research Centers; Bundesministerium für Wirtschaftliche Zusammenarbeit und Entwicklung","keywords":"Biology; Potato virus Y; Agronomy; Horticulture; Selection (genetic algorithm); Virus; Growing season; Potyvirus; Plant virus; Virology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005353352,0.0002519728,0.0001494504,0.0003068112,0.0004115308,0.0003833536,0.0005382205,0.0002467861,0.000964953],"category_scores_gemma":[0.0005788623,0.0001332489,0.0001101406,0.0001745548,0.0002413609,0.000269818,0.0002803315,0.0001959299,0.0001286531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002821976,"about_ca_system_score_gemma":0.0004616569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002426922,"about_ca_topic_score_gemma":0.009248362,"domain_scores_codex":[0.9995915,0.000161235,0.0000257751,0.00005963927,0.0001117474,0.00005013827],"domain_scores_gemma":[0.9994227,0.0001598092,0.0001741093,0.00003474447,0.00007686779,0.0001319428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007534341,0.00101308,0.1662949,0.0003440725,0.00006972125,0.001334019,0.000659836,0.001041517,0.7054029,0.0003829151,0.0003815483,0.122322],"study_design_scores_gemma":[0.000146305,0.02215875,0.7882419,0.0001501405,0.0002726195,0.004166976,0.002464119,0.005258289,0.1633364,0.0005454675,0.01316973,0.00008913025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981232,0.0001835757,0.0004785926,0.00004030198,0.000003026179,0.00003894678,0.00002253959,0.00001264605,0.001097186],"genre_scores_gemma":[0.996642,0.0002825603,0.00205214,0.0000425029,0.000005438152,0.00002318092,0.00006519558,0.000003105449,0.0008839155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002426922,"threshold_uncertainty_score":0.004825592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885313068295989,"score_gpt":0.2790039016224213,"score_spread":0.2601507709394614,"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."}}