{"id":"W3012502999","doi":"10.20944/preprints202002.0187.v1","title":"Sample Preservation and Plant Sex Prediction in White Guinea Yam (<em>Dioscorea rotundata</em> Poir.) Seedlings","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Bill and Melinda Gates Foundation","keywords":"Dioscorea rotundata; Biology; DNA extraction; Dioscorea; Seedling; Genotype; Horticulture; Botany; Plant reproductive morphology; Dioscoreaceae; Polymerase chain reaction; Genetics; Gene; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000410415,0.0002947215,0.0001746118,0.0005858442,0.0003631408,0.0003149249,0.0002290064,0.0003348377,0.0005899955],"category_scores_gemma":[0.0006861453,0.0001706424,0.0001886591,0.0003448448,0.0002830844,0.0001703988,0.0002659449,0.0002963832,0.0002761948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001417468,"about_ca_system_score_gemma":0.0001516219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630069,"about_ca_topic_score_gemma":0.004643666,"domain_scores_codex":[0.9996474,0.00004357101,0.00003573405,0.0001368536,0.0001040939,0.00003224207],"domain_scores_gemma":[0.9995395,0.0001059847,0.0001336316,0.00004780553,0.0001356385,0.00003753731],"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":[0.0001475208,0.00004469814,0.01563085,0.00006793893,0.0000133975,0.0001540358,0.0002729859,0.00006454512,0.9756152,0.00003577072,0.00003506942,0.007918102],"study_design_scores_gemma":[0.00001835635,0.001685092,0.4508693,0.00007099502,0.0001895369,0.001462424,0.001161784,0.001559867,0.5360167,0.0001108452,0.006817205,0.00003791423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866536,0.0006875416,0.01116365,0.00003523514,0.00002208221,0.0001391603,0.0006538404,0.00009471909,0.0005501096],"genre_scores_gemma":[0.9684386,0.0006680874,0.02600374,0.0001159591,0.00001027948,0.0002420481,0.002592389,0.00008531454,0.001843642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001630069,"threshold_uncertainty_score":0.003241181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194663594649288,"score_gpt":0.2990005384639037,"score_spread":0.1795341789989749,"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."}}