{"id":"W2588794701","doi":"10.1093/gbe/evx033","title":"A Sweet Story: Bean pod mottle virus Transmission Dynamics by Mexican Bean Beetles (Epilachna varivestis)","year":2017,"lang":"en","type":"article","venue":"Genome Biology and Evolution","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"Natural Sciences and Engineering Research Council of Canada; Center for Applied Plant Sciences, Ohio State University; Ohio State University","keywords":"Biology; Coccinellidae; Host (biology); Plant virus; Sucrose; Virus; Crop; Botany; Agronomy; Virology; Predation; Ecology; Predator; Food science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003278948,0.0001593756,0.0002109711,0.00001497346,0.001705713,0.00004791754,0.0003268276,0.0001878047,0.00005089297],"category_scores_gemma":[0.0000839209,0.00007010013,0.00005019748,0.00005122434,0.000476537,0.0001345886,0.0001478946,0.0001890148,0.00002315468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007764704,"about_ca_system_score_gemma":0.00001142401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282375,"about_ca_topic_score_gemma":0.00201568,"domain_scores_codex":[0.9988798,0.0001430834,0.0001296578,0.000365595,0.00009607036,0.0003858141],"domain_scores_gemma":[0.9995285,0.00009494177,0.0001007924,0.00009461924,0.00003692434,0.0001442642],"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":[0.00008285788,0.00006060076,0.01015472,0.000007359019,0.00003901769,0.000002739888,0.00007221627,9.202953e-7,0.9523321,0.0009249686,0.001380311,0.03494221],"study_design_scores_gemma":[0.0002386201,0.0005187423,0.9344928,0.00001365966,0.00002252219,0.000009525952,0.0001563543,0.000406696,0.0006138923,0.003259232,0.05999127,0.0002767398],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902919,0.003261736,0.0003253508,0.003070522,0.00009855048,0.0001992013,0.002045951,0.00005942251,0.0006473971],"genre_scores_gemma":[0.9970703,0.001519619,0.00008032417,0.00004112377,0.0001403726,0.00001316567,0.0006588754,0.000001223841,0.0004750683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9517182,"threshold_uncertainty_score":0.9995939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026837938221046,"score_gpt":0.2545086303083781,"score_spread":0.2342402509261676,"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."}}