{"id":"W4285193584","doi":"10.2139/ssrn.4113796","title":"Physicochemical, Functional, Pasting Properties and Fourier Transform Infrared Spectroscopy of Pure and Modified Cardaba Banana (Musa ABB) Starches","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Food composition and properties","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Fourier transform infrared spectroscopy; Infrared; Infrared spectroscopy; Fourier transform; Materials science; Spectroscopy; Banana peel; Chemistry; Food science; Mathematics; Chemical engineering; Physics; Organic chemistry; Optics; Engineering; Mathematical analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002190992,0.0002975134,0.0001317688,0.0004656938,0.0002066216,0.000294884,0.0001144672,0.0002181965,0.0008189353],"category_scores_gemma":[0.0003705113,0.0001475863,0.0002885424,0.0004453231,0.0002613281,0.0003628664,0.00011906,0.0004362726,0.00008088267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008557845,"about_ca_system_score_gemma":0.00008680712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171636,"about_ca_topic_score_gemma":0.001260082,"domain_scores_codex":[0.9998946,0.00001900881,0.0000123452,0.00002481445,0.00003318773,0.00001597329],"domain_scores_gemma":[0.9997416,0.00006315184,0.00005608672,0.00001785579,0.00008085011,0.00004041089],"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":[0.000346873,0.0000460439,0.001979685,0.00007090797,0.00002090007,0.00009503187,0.0001024215,0.0001659308,0.9944527,0.00008254677,0.00002405171,0.002613044],"study_design_scores_gemma":[0.00001633128,0.001276183,0.1951179,0.00002725334,0.0001542954,0.0006640219,0.000615811,0.002280906,0.7978077,0.0001687075,0.001814763,0.00005616458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987716,0.0003968487,0.0003588909,0.00001282242,0.000007903159,0.000003578386,0.0000852665,0.000003702088,0.0003594703],"genre_scores_gemma":[0.9984424,0.0001956252,0.0004293094,0.00001739366,0.000004336468,0.000004912166,0.0001347431,0.000004529954,0.0007669099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001171636,"threshold_uncertainty_score":0.002739608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462599660207276,"score_gpt":0.2227757928367552,"score_spread":0.1981497962346825,"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."}}