{"id":"W3157449977","doi":"10.1111/1541-4329.12222","title":"Virtual and in‐person teaching and learning activities for core food science courses","year":2021,"lang":"en","type":"article","venue":"Journal of Food Science Education","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Core (optical fiber); Mathematics education; Computer science; Science learning; Psychology; Science education","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006911181,0.00004111415,0.00005626107,0.00008493661,0.0003357573,0.00007751692,0.00009305245,0.00002027738,4.444643e-7],"category_scores_gemma":[0.0003243965,0.00003685346,0.00001392759,0.0001227629,0.0002541239,0.00004022437,0.00001600047,0.0001113302,2.396464e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001669301,"about_ca_system_score_gemma":0.001275514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000166822,"about_ca_topic_score_gemma":0.00002110137,"domain_scores_codex":[0.9995316,0.00001445654,0.00008908485,0.0001395764,0.0001203226,0.0001049901],"domain_scores_gemma":[0.9996648,0.00002832708,0.00008372255,0.000050982,0.0001123143,0.00005984753],"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":[0.00001052021,0.00004595679,0.001546409,0.000004503444,0.000003009522,6.00995e-8,0.0007187811,0.00002519025,0.9695841,0.0008884225,0.00002810876,0.0271449],"study_design_scores_gemma":[0.0008405781,0.002438973,0.1241881,0.0001400578,0.00003379051,0.0005037823,0.05591237,0.0003635184,0.8083571,0.0005334007,0.006418374,0.0002699493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998189,0.0004932589,0.0006785727,0.0003420866,0.0001378391,0.00004642307,0.00000327849,9.237866e-7,0.000108603],"genre_scores_gemma":[0.9980012,0.00007628778,0.001716414,0.0000490886,0.00009323215,0.000002850755,0.000001642253,0.000002266877,0.00005703963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.161227,"threshold_uncertainty_score":0.2582408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02570220856888365,"score_gpt":0.3133771066077067,"score_spread":0.287674898038823,"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."}}