{"id":"W2358804707","doi":"","title":"Talking About Establishing Standardization System of Crop Seed","year":2011,"lang":"en","type":"article","venue":"Seed","topic":"Agriculture, Soil, Plant Science","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Standardization; Crop; Agronomy; Agricultural engineering; Biology; Computer science; Engineering; Operating system","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":[0.0003751977,0.0001143222,0.0001747063,0.00001300141,0.0001826757,0.0000665004,0.0003327588,0.00008761017,0.000008874389],"category_scores_gemma":[0.00007218519,0.00003934172,0.00005857229,0.0005297668,0.00006179501,0.0003568129,0.00006966649,0.00008021238,0.00001652828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003974043,"about_ca_system_score_gemma":0.00000939859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006063216,"about_ca_topic_score_gemma":0.0002427095,"domain_scores_codex":[0.9988654,0.00005922139,0.0002436407,0.0002473804,0.0003375128,0.0002468808],"domain_scores_gemma":[0.9994546,0.00006561024,0.0001958987,0.00005680768,0.0001478887,0.00007923945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000797773,0.0000996708,0.5851904,0.00008608607,0.0000281022,0.00002157681,0.00222201,0.00009535498,0.3990101,0.0088859,0.0001916429,0.004089336],"study_design_scores_gemma":[0.00008344425,0.0000769655,0.9662265,0.00009023449,0.00001160981,0.00001325996,0.00178713,0.0001913246,0.03085255,0.00009880091,0.0004143202,0.0001538596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866915,0.00006748044,0.0001804788,0.00002605762,0.0002182455,0.0001556986,0.00006556662,0.0001244837,0.01247047],"genre_scores_gemma":[0.9991825,0.000005566478,0.000480784,0.00002875976,0.0001106477,0.000003837203,0.00004446681,7.206702e-7,0.0001427432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3810361,"threshold_uncertainty_score":0.1604309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732473150986514,"score_gpt":0.1914463809993626,"score_spread":0.1741216494894975,"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."}}