{"id":"W1968825472","doi":"10.1094/cc-82-0015","title":"A Rapid, High Throughput Micro Sugar‐Snap Cookie Quality Test Procedure Using Asymmetrical Centrifugal Mixing","year":2005,"lang":"en","type":"article","venue":"Cereal Chemistry","topic":"Food composition and properties","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian International Grains Institute","funders":"Robin Hood Foundation","keywords":"Mixing (physics); Chemistry; Sugar; Wheat flour; Food science; Pulp and paper industry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001986038,0.000323097,0.0003672423,0.00004640529,0.0003036693,0.0001324987,0.0002930296,0.0002982307,0.0004928724],"category_scores_gemma":[0.0002859497,0.0003140355,0.000157722,0.0003613892,0.0001511887,0.0001923991,0.00009369893,0.0004911232,0.00005716378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004061663,"about_ca_system_score_gemma":0.0000977876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001450366,"about_ca_topic_score_gemma":0.000006018079,"domain_scores_codex":[0.9979637,0.00006270193,0.0005031762,0.0005278022,0.0003664614,0.0005761359],"domain_scores_gemma":[0.9988887,0.0001848099,0.0001793905,0.0003792359,0.0001468542,0.0002209636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001253986,0.0007411199,0.003964011,0.0007868535,0.00007174613,0.00001886699,0.0007412288,0.00009865298,0.9644231,0.0000195227,0.005391804,0.02248916],"study_design_scores_gemma":[0.0014119,0.0001261103,0.001670374,0.000150393,0.00005913302,0.0001572473,0.0001965698,0.0006150792,0.9718172,0.00005826166,0.02321381,0.0005239374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812325,0.002211203,0.00003033235,0.00262656,0.0002512427,0.0002075234,0.00005372694,0.0002954261,0.01309149],"genre_scores_gemma":[0.9947979,0.00001918195,0.002612591,0.0008961004,0.001228613,0.000008328501,0.00008043708,0.00004864452,0.0003082138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02196522,"threshold_uncertainty_score":0.9999312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03425976285818505,"score_gpt":0.2863011456757248,"score_spread":0.2520413828175398,"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."}}