{"id":"W2757598805","doi":"10.1556/0806.45.2017.047","title":"A simple novel expedited spike culture-derived variation creation strategy in wheat","year":2017,"lang":"en","type":"article","venue":"Cereal Research Communications","topic":"Plant Genetic and Mutation Studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Saskatchewan Research Council (Canada)","funders":"Canada Research Chairs; Ministry of Agriculture - Saskatchewan","keywords":"Spike (software development); Biology; Population; Horticulture","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":[0.0006813711,0.00008647956,0.0001230493,0.00003568544,0.001766902,0.000258669,0.001010192,0.00008530115,0.00008374533],"category_scores_gemma":[0.0006617839,0.00004128698,0.00003399849,0.0002221921,0.0002649197,0.0002246208,0.0004626245,0.0002577567,0.00004564709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006757288,"about_ca_system_score_gemma":0.0000398156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005576651,"about_ca_topic_score_gemma":0.01785803,"domain_scores_codex":[0.9987782,0.0002077222,0.0002083682,0.0002033186,0.0003207632,0.0002816067],"domain_scores_gemma":[0.9985114,0.0005058312,0.00009635801,0.0004340059,0.0003686922,0.00008365954],"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":[0.00005118527,0.0004501124,0.01601795,0.00000752927,0.00002619225,0.000001667659,0.001889591,0.00003147517,0.9274454,0.008319096,0.003825691,0.04193417],"study_design_scores_gemma":[0.0002763457,0.00009218234,0.9780619,0.00001984282,0.000004155355,0.000001531811,0.00176865,0.001412407,0.0006827087,0.002465778,0.01511256,0.000101905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9300332,0.0003079829,0.00008970399,0.005645677,0.00003378568,0.0005349321,0.0001480437,0.00004826305,0.0631584],"genre_scores_gemma":[0.9970012,0.001347471,0.0002159351,0.00003023303,0.00008618642,0.000144247,0.0004181296,0.000001014417,0.0007555539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.962044,"threshold_uncertainty_score":0.9995326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2655784329636227,"score_gpt":0.435009364760897,"score_spread":0.1694309317972743,"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."}}