{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00176688,0.0005989178,0.0007387603,0.0001192007,0.0002469343,0.00025017,0.001289094,0.0006597474,0.001152285],"category_scores_gemma":[0.001498439,0.0003327812,0.0001684707,0.0005410075,0.0001268151,0.0004747875,0.003880812,0.001434278,0.0003258284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002026842,"about_ca_system_score_gemma":0.00009755114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002526315,"about_ca_topic_score_gemma":0.004028102,"domain_scores_codex":[0.9946994,0.0004138373,0.0009915205,0.001967581,0.001088676,0.0008390329],"domain_scores_gemma":[0.9978915,0.0005299416,0.0004380491,0.0005027529,0.0002101233,0.0004276319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002377985,0.0001625448,0.8440332,0.000182367,0.00007558759,0.00003513764,0.001256839,0.0002228746,0.1493771,0.00009308411,0.0009972502,0.003326227],"study_design_scores_gemma":[0.0003775132,0.0001183571,0.9609469,0.0002829548,0.00003488084,0.00002478037,0.0001972704,0.007130372,0.005282057,0.002275956,0.02277629,0.0005527061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906144,0.0001578764,0.00005351409,0.002614192,0.0002779242,0.001650109,0.003030216,0.0003394757,0.001262298],"genre_scores_gemma":[0.9906107,0.0005761527,0.000236781,0.0001975942,0.0005936961,0.0003090237,0.006548558,0.0000106129,0.0009168897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.144095,"threshold_uncertainty_score":0.9999124,"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."}}