{"id":"W2157623162","doi":"10.5539/sar.v3n1p67","title":"Optimization of Dockounou Manufacturing Process Parameters","year":2014,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Banana Cultivation and Research","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fermentation; Mathematics; Food science; Rice flour; Biotechnology; Chemistry; Biology; Raw material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006016773,0.0005654996,0.0005115511,0.0007359238,0.000248098,0.0008118431,0.0004706366,0.00046045,0.002547001],"category_scores_gemma":[0.0009357054,0.0002635731,0.0005257123,0.0007274914,0.0001820209,0.0005465624,0.0004062037,0.0004685357,0.0007274179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004176228,"about_ca_system_score_gemma":0.0003983405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007296632,"about_ca_topic_score_gemma":0.001791604,"domain_scores_codex":[0.9995454,0.00005725199,0.00005063512,0.000126951,0.0001765033,0.00004330147],"domain_scores_gemma":[0.9997553,0.00006618712,0.00006763275,0.0000305969,0.00006356849,0.0000167954],"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":[0.0009074492,0.0001467977,0.002607597,0.00114928,0.00003817746,0.0004292522,0.0001560088,0.009329787,0.9357082,0.001054307,0.0003926594,0.04808053],"study_design_scores_gemma":[0.00006278723,0.001076624,0.01099855,0.00007313661,0.0001308596,0.0003365398,0.0001938548,0.01492933,0.9523953,0.0003756351,0.01936466,0.00006271637],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8973369,0.006654052,0.08310276,0.0002150293,0.000188622,0.0003340987,0.0008663535,0.0005271336,0.01077494],"genre_scores_gemma":[0.9367487,0.002589999,0.05600865,0.0000529169,0.00001545294,0.0001615874,0.0004833753,0.0001472734,0.00379221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002547001,"threshold_uncertainty_score":0.008520544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03072671758392281,"score_gpt":0.3006005246163058,"score_spread":0.269873807032383,"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."}}