{"id":"W3215563168","doi":"10.1021/acs.jchemed.1c00758","title":"Student Perceptions of Remote Chemistry Lecture Delivery Methods","year":2021,"lang":"en","type":"article","venue":"Journal of Chemical Education","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Asynchronous communication; Asynchronous learning; Class (philosophy); Computer science; Content delivery; Perception; Preference; Mathematics education; Perspective (graphical); Distance education; Multimedia; Teaching method; Psychology; Medical education; Synchronous learning; Cooperative learning; Medicine; Artificial intelligence; Mathematics; Telecommunications","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":[0.002158567,0.00006652184,0.0001973347,0.00004470852,0.00007689556,0.00002489163,0.0002054245,0.0001184116,0.0005221225],"category_scores_gemma":[0.003239731,0.00006322723,0.0001254635,0.000406731,0.0001261734,0.0001171978,0.00002872833,0.0004158167,0.000001167502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000298582,"about_ca_system_score_gemma":0.001789721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003964426,"about_ca_topic_score_gemma":0.000001556584,"domain_scores_codex":[0.9984875,0.0005257108,0.000407119,0.00009413605,0.0003681353,0.0001173888],"domain_scores_gemma":[0.9977534,0.000274884,0.0004033144,0.0001197654,0.001363447,0.00008513853],"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":[0.000007610614,0.0001989598,0.0005537767,0.00001868839,0.00002758834,7.281529e-7,0.008003601,0.000002503183,0.8907904,0.0003932633,0.0008848174,0.09911806],"study_design_scores_gemma":[0.0001924133,0.00001677993,0.002972131,0.0001326551,0.00008215391,0.00004621332,0.01547533,0.000008848583,0.9505924,0.0112065,0.01914487,0.0001296912],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485395,0.0004074604,0.03882771,0.002563146,0.000592774,0.00003727855,6.966613e-7,0.000007040821,0.009024395],"genre_scores_gemma":[0.5117456,0.00006207151,0.4869143,0.0001623508,0.0007501987,4.603554e-7,0.000002443027,0.000006144408,0.0003564404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4480866,"threshold_uncertainty_score":0.5716876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03177025869717907,"score_gpt":0.4790876433311343,"score_spread":0.4473173846339552,"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."}}