{"id":"W4393301980","doi":"10.15353/cfs-rcea.v11i1.635","title":"Producing protein","year":2024,"lang":"en","type":"article","venue":"Canadian Food Studies / La Revue canadienne des études sur l alimentation","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009295369,0.0005643581,0.0003785103,0.0009886468,0.001900206,0.00435453,0.0009683703,0.001216737,0.03691237],"category_scores_gemma":[0.0009327356,0.0001779583,0.0005761712,0.001549524,0.002851593,0.001628966,0.002251598,0.001117957,0.0161227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005776305,"about_ca_system_score_gemma":0.005401202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05784941,"about_ca_topic_score_gemma":0.07929824,"domain_scores_codex":[0.9991218,0.00007741818,0.00003216319,0.0002207213,0.0003961613,0.0001517213],"domain_scores_gemma":[0.9994554,0.00004643583,0.00005690826,0.0001383945,0.0001933336,0.0001093999],"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":[0.0002243248,0.0001342911,0.005137814,0.001511471,0.00006973074,0.0008099139,0.003280441,0.0004576673,0.06575182,0.4662209,0.1357335,0.3206682],"study_design_scores_gemma":[0.000004785731,0.0000291807,0.001742298,0.0000959063,0.0000103604,0.0001685713,0.0002957539,0.00003834231,0.003948993,0.005959952,0.9876961,0.000009584162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03490961,0.0223757,0.0152696,0.01493949,0.002065505,0.0002327625,0.002720404,0.0006939495,0.9067929],"genre_scores_gemma":[0.2333734,0.04283651,0.02825846,0.009841574,0.0004962842,0.0001518863,0.006375574,0.0003749667,0.6782914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05784941,"threshold_uncertainty_score":0.1234842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298259521257844,"score_gpt":0.249218726799863,"score_spread":0.2193927746740786,"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."}}