{"id":"W2385547767","doi":"","title":"Study on Seed Quality Grading Standards of Erigeron breviscapus (Vant.) Hand.-Mazz.","year":2012,"lang":"en","type":"article","venue":"Seed","topic":"Food Quality and Safety Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Grading (engineering); Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001723091,0.0001653133,0.0003858404,0.0000118383,0.000320709,0.00002836403,0.0001695201,0.00006447087,0.00004966287],"category_scores_gemma":[0.0002042624,0.00006171507,0.0001246507,0.0002497238,0.000108847,0.0001230875,0.0000819713,0.0001173769,0.00002272121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004148758,"about_ca_system_score_gemma":0.000007071462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004274752,"about_ca_topic_score_gemma":0.000527959,"domain_scores_codex":[0.9982032,0.00034578,0.0003760079,0.0002149054,0.0005088086,0.000351303],"domain_scores_gemma":[0.9992347,0.0003222979,0.0001549911,0.00009118906,0.0001018669,0.00009494917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005719852,0.001759316,0.7899712,0.00005690293,0.0001998919,0.00000261063,0.0115089,0.000003318746,0.1857478,0.001702287,0.0003728429,0.008102931],"study_design_scores_gemma":[0.000290299,0.0008773512,0.979872,0.00002667254,0.00002005045,7.741724e-7,0.01191985,6.248439e-7,0.003533651,0.0001094271,0.003178509,0.0001707359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960949,0.0003573793,0.000002126511,0.0008223897,0.0002519381,0.000296069,0.0001388345,0.0000493675,0.001986976],"genre_scores_gemma":[0.9994023,0.00001916126,0.00001133727,0.0001145075,0.0002096893,0.000008786454,0.00001309438,0.000001119122,0.0002200273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1899008,"threshold_uncertainty_score":0.2516668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08823531741413113,"score_gpt":0.334112800446211,"score_spread":0.2458774830320799,"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."}}