{"id":"W4389674979","doi":"10.1139/apnm-2023-0243","title":"Options for substantiating protein content claims for conventional foods","year":2023,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Protein quality; Protein digestibility; Quality (philosophy); Amino acid; Food science; Product (mathematics); Essential amino acid; Amino acid analysis; Biotechnology; Biochemistry; Biology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0702578,0.001535252,0.001954762,0.005115204,0.008758526,0.01023252,0.01265985,0.0425596,0.007437185],"category_scores_gemma":[0.1129075,0.001771172,0.00368421,0.003598693,0.01754081,0.008939138,0.006631032,0.02399346,0.002772473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0099709,"about_ca_system_score_gemma":0.02254982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07500862,"about_ca_topic_score_gemma":0.1255233,"domain_scores_codex":[0.9312229,0.01653242,0.008564492,0.008746314,0.03038379,0.004550235],"domain_scores_gemma":[0.8847629,0.06515786,0.006790611,0.007194471,0.03427655,0.001817512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003829045,0.0001282716,0.00276362,0.002124028,0.0001533418,0.002403483,0.006894866,0.0006367702,0.006281629,0.5619642,0.3207937,0.0954732],"study_design_scores_gemma":[0.00006891795,0.0001808162,0.003029823,0.004696971,0.0001895243,0.0007659062,0.002176393,0.0005174,0.003155345,0.08188006,0.9030088,0.0003299596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0127806,0.03045998,0.04433265,0.7098187,0.03310862,0.0005695581,0.001198484,0.001029248,0.1667022],"genre_scores_gemma":[0.1327841,0.02046521,0.08717027,0.6709751,0.01446197,0.001075436,0.0009882848,0.0005755534,0.07150402],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07500862,"threshold_uncertainty_score":0.3715632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827140723747874,"score_gpt":0.2541928228063587,"score_spread":0.22592141556888,"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."}}