{"id":"W3108696163","doi":"","title":"STUDENT EXPERIENCES IN LABORATORY PROGRAMS ACROSS THREE UNIVERSITIES: A SNAPSHOT DURING COVID-19 SEMESTER","year":2020,"lang":"en","type":"article","venue":"Proceedings of The Australian Conference on Science and Mathematics Education","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Student engagement; Coronavirus disease 2019 (COVID-19); Psychology; Medical education; Mathematics education; Pedagogy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029851,0.000474905,0.0009988353,0.001762186,0.005807086,0.005252641,0.001601547,0.001622556,0.003170099],"category_scores_gemma":[0.005973978,0.0005702624,0.0004583,0.001604997,0.002282083,0.002114216,0.009604003,0.00333724,0.001345447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002955246,"about_ca_system_score_gemma":0.002520215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007856773,"about_ca_topic_score_gemma":0.02169116,"domain_scores_codex":[0.9971463,0.0007316196,0.0001685384,0.0003302471,0.0006467299,0.0009764957],"domain_scores_gemma":[0.9892628,0.00100323,0.0009062764,0.0002809897,0.001315926,0.007230748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008083841,0.002473546,0.2938481,0.0006348233,0.00007816003,0.003936681,0.553673,0.0003805347,0.006059185,0.001089083,0.01022449,0.1267939],"study_design_scores_gemma":[0.00001734146,0.001565702,0.3452671,0.0003424179,0.00002044013,0.0008827263,0.6171075,0.0002733574,0.002168139,0.0003260316,0.03186319,0.0001662106],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960315,0.0002488375,0.0003662456,0.0007225687,0.00003867747,0.00006779988,0.0003443427,0.00004449874,0.002135485],"genre_scores_gemma":[0.9947736,0.000360563,0.0007484318,0.0006157758,0.0000473678,0.0001899017,0.0003633093,0.00003470827,0.002866448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007856773,"threshold_uncertainty_score":0.02144188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06693142232334692,"score_gpt":0.3603934576894558,"score_spread":0.2934620353661089,"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."}}