{"id":"W2002197710","doi":"10.1016/s0963-9969(01)00087-4","title":"An interlaboratory test of a procedure to assess soybean quality for soymilk and tofu production","year":2001,"lang":"en","type":"article","venue":"Food Research International","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Yield (engineering); Food science; Biotechnology; Reproducibility; Mathematics; Chemistry; Biology; Statistics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0008616669,0.00005718884,0.00006997913,0.00003504488,0.000108092,0.00006402562,0.0002069762,0.00004325536,0.00005583554],"category_scores_gemma":[0.001020371,0.00002700627,0.00002176657,0.0002617335,0.0000509829,0.0001163965,0.0000497546,0.00007667896,0.000002342207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002803572,"about_ca_system_score_gemma":0.00002148655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002941397,"about_ca_topic_score_gemma":0.0004936113,"domain_scores_codex":[0.9989825,0.00006454593,0.0001647899,0.0002548597,0.0003805952,0.0001527278],"domain_scores_gemma":[0.9987418,0.0001700505,0.00004624425,0.00004693379,0.0009100134,0.00008492298],"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":[0.0001129483,0.0002561845,0.04778016,0.000012579,0.00001371938,1.902302e-7,0.0002136015,0.000003609312,0.9216875,0.001349508,0.001219834,0.02735011],"study_design_scores_gemma":[0.000242734,0.003063634,0.839991,0.0000517768,0.000002838744,0.000004641498,0.002233304,0.0003434843,0.1327258,0.003593326,0.01758565,0.0001618047],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954489,0.00002005233,0.00004221036,0.003568892,0.0001166476,0.0003826363,0.000108071,0.00001490136,0.0002976909],"genre_scores_gemma":[0.9987457,0.000008968174,0.0003076834,0.00005365539,0.0004848015,0.00008496557,0.00008163276,0.000001062705,0.0002314768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7922108,"threshold_uncertainty_score":0.1221553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1968930791875781,"score_gpt":0.415885076240658,"score_spread":0.2189919970530799,"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."}}