{"id":"W4402765765","doi":"10.1007/s11694-024-02878-z","title":"Quality evaluation and comparative physicochemical and sensory studies of chickpea (Cicer arietinum) beverage","year":2024,"lang":"en","type":"article","venue":"Journal of Food Measurement & Characterization","topic":"Proteins in Food Systems","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Quality (philosophy); Sensory system; Food science; Biotechnology; Biology; Neuroscience","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":[0.0003384271,0.0002402953,0.0001741449,0.0004773219,0.0003501936,0.0003748332,0.0001339728,0.0002580517,0.0006652799],"category_scores_gemma":[0.0005119177,0.0001377846,0.0004460164,0.0005049466,0.0002199268,0.0003317862,0.0002177316,0.0004607133,0.00009228428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003080375,"about_ca_system_score_gemma":0.0002026431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004522475,"about_ca_topic_score_gemma":0.004568026,"domain_scores_codex":[0.999804,0.00003092076,0.00001729599,0.00004162654,0.00007583941,0.0000304591],"domain_scores_gemma":[0.9995623,0.00005299312,0.0000936078,0.00002136332,0.0002193351,0.00005024389],"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":[0.0005292959,0.00006264222,0.003939582,0.00006303277,0.00003954558,0.00009678763,0.0001140375,0.0000868477,0.9930369,0.00003160206,0.00003080468,0.001968877],"study_design_scores_gemma":[0.00002054479,0.00160807,0.2143638,0.00001768835,0.0002190692,0.0004791213,0.0005024748,0.001172045,0.7803531,0.00005236629,0.001180712,0.0000309486],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986827,0.0004532,0.0004253629,0.00001273582,0.000005349905,0.00001102923,0.0001395277,0.000004150595,0.000265928],"genre_scores_gemma":[0.9977997,0.0002645276,0.000752961,0.00003210275,0.000003290587,0.00001081676,0.0003213193,0.00000903202,0.0008061526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004522475,"threshold_uncertainty_score":0.008992314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3135467540177689,"score_gpt":0.3586489328865824,"score_spread":0.04510217886881357,"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."}}