{"id":"W2591249893","doi":"10.17660/actahortic.2015.1097.34","title":"REGISTRATION OF CULTIVAR NAMES","year":2015,"lang":"en","type":"article","venue":"Acta Horticulturae","topic":"Botanical Studies and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institute for Advanced Research","keywords":"Cultivar; Biology; Linguistics; Natural language processing; Geography; Botany; Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003311351,0.001365704,0.001781561,0.009046275,0.001863265,0.003359893,0.001921879,0.001359779,0.3122572],"category_scores_gemma":[0.008128614,0.000806685,0.0009109019,0.008915625,0.0005528327,0.00291171,0.001735842,0.002657613,0.3484671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009738281,"about_ca_system_score_gemma":0.003580913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001977271,"about_ca_topic_score_gemma":0.003140382,"domain_scores_codex":[0.9970397,0.000403912,0.0006171792,0.0008373485,0.0007570508,0.00034477],"domain_scores_gemma":[0.9760049,0.001809317,0.002091736,0.008304956,0.009572422,0.002216736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009248112,0.0002239042,0.002126745,0.00120145,0.00002175364,0.0002266866,0.0003035115,0.00007605203,0.01917662,0.005758277,0.8631496,0.1068106],"study_design_scores_gemma":[0.00003524344,0.0000820527,0.003120875,0.00006519049,0.00001051491,0.0001207852,0.00009998434,0.0000603159,0.002264666,0.0007416847,0.993376,0.0000228547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01530576,0.002172931,0.01345127,0.002442172,0.01651357,0.003016263,0.6242274,0.01161069,0.31126],"genre_scores_gemma":[0.01594826,0.001725416,0.02503385,0.001131378,0.001124975,0.001952732,0.5643343,0.005303052,0.3834461],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3122572,"threshold_uncertainty_score":0.9809817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04688138045859043,"score_gpt":0.2459886050966943,"score_spread":0.1991072246381039,"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."}}