{"id":"W2387697308","doi":"","title":"Study on Standard of Dalbergia odorifera T.Chen Seed Quality Classification","year":2012,"lang":"en","type":"article","venue":"Seed","topic":"Food Quality and Safety Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dalbergia; Quality standard; Mathematics; Horticulture; Goodness of fit; Grading (engineering); Botany; Biology; Statistics; Chemistry; Chromatography; 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":[0.0009398111,0.0001082502,0.0002447727,0.000007643106,0.0001552623,0.00001200491,0.0001361364,0.00006081222,0.00003489181],"category_scores_gemma":[0.0001406276,0.0000405826,0.00007140244,0.0002017408,0.0000559192,0.00009623295,0.0000465429,0.00009000609,0.00003977563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000027113,"about_ca_system_score_gemma":0.000004249346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002357717,"about_ca_topic_score_gemma":0.0003692591,"domain_scores_codex":[0.998736,0.0002738204,0.0002982334,0.0001690717,0.0003109344,0.0002119425],"domain_scores_gemma":[0.9993491,0.0002894886,0.000130055,0.0000855832,0.00008018399,0.00006565329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000485256,0.0009110695,0.9022632,0.00001203486,0.00007913353,2.611739e-7,0.004264289,9.499291e-7,0.08258129,0.006018218,0.0001176068,0.003266749],"study_design_scores_gemma":[0.0002027956,0.0007841178,0.9823967,0.0000060958,0.00001343243,1.687907e-7,0.01294761,6.92726e-7,0.001717166,0.0001493357,0.001673796,0.0001081344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939573,0.00006443457,0.000001694913,0.001945908,0.0001491328,0.0002545867,0.00005455402,0.00004139855,0.003530955],"genre_scores_gemma":[0.9993581,0.000007557728,0.0000202334,0.0001053931,0.0001694877,0.00001116434,0.00002464212,6.544771e-7,0.0003027276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08086412,"threshold_uncertainty_score":0.165491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1390657273385957,"score_gpt":0.3332468600130241,"score_spread":0.1941811326744283,"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."}}