{"id":"W3078381220","doi":"10.1021/acs.jchemed.0c00666","title":"Exploring Biochemical Reactions of Proteins, Carbohydrates, and Lipids through a Milk-Based Demonstration and an Inquiry-Based Worksheet: A COVID-19 Laboratory Experience","year":2020,"lang":"en","type":"article","venue":"Journal of Chemical Education","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ambrose University","funders":"","keywords":"Chemistry; Worksheet; Mathematics education; Psychology","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":[0.003361845,0.001325384,0.0007843807,0.0003853392,0.001476673,0.002138505,0.003314243,0.00226341,0.006091569],"category_scores_gemma":[0.003904844,0.0004535273,0.001086005,0.0002322823,0.0014072,0.001985072,0.004166072,0.003323117,0.001898517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007334194,"about_ca_system_score_gemma":0.00123424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004427092,"about_ca_topic_score_gemma":0.0008572829,"domain_scores_codex":[0.9987308,0.0005012724,0.0000632018,0.0002053382,0.0002976533,0.0002017324],"domain_scores_gemma":[0.9973161,0.001012013,0.0000986118,0.0002007032,0.0002682894,0.001104334],"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":[0.00226185,0.03992921,0.01368758,0.002612801,0.0002719367,0.01751935,0.07641797,0.01393246,0.3657138,0.01848204,0.09122299,0.357948],"study_design_scores_gemma":[0.001257116,0.03539736,0.02536785,0.0008945014,0.0001880426,0.01901493,0.03697423,0.05565494,0.1960469,0.01670634,0.6118291,0.0006687384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8847988,0.00138745,0.06800072,0.006452348,0.0005579067,0.001034328,0.0006246948,0.001678332,0.03546551],"genre_scores_gemma":[0.7391701,0.002572985,0.2102602,0.002306248,0.0003448448,0.0008871232,0.001445159,0.0006375943,0.04237575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006091569,"threshold_uncertainty_score":0.02037829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1200069504817894,"score_gpt":0.3596962099267659,"score_spread":0.2396892594449765,"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."}}