{"id":"W3183910207","doi":"10.4995/head21.2021.12710","title":"A case study on student perception of online lecturing","year":2021,"lang":"en","type":"article","venue":"","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bentley (Canada)","funders":"","keywords":"Bachelor; Asynchronous communication; Unit (ring theory); Mathematics education; Online discussion; Psychology; Perception; Pandemic; Medical education; Coronavirus disease 2019 (COVID-19); Computer science; Medicine; World Wide Web; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007264531,0.000521777,0.0005059565,0.001479948,0.006042316,0.004764188,0.002401186,0.003593727,0.006559152],"category_scores_gemma":[0.02216033,0.0004845642,0.0008226952,0.001337841,0.003203211,0.003285084,0.003821812,0.00331275,0.001457289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002714714,"about_ca_system_score_gemma":0.002163533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002543343,"about_ca_topic_score_gemma":0.004950651,"domain_scores_codex":[0.9880376,0.007544565,0.0004582954,0.0006557507,0.001755266,0.001548486],"domain_scores_gemma":[0.9730194,0.0150893,0.003043287,0.001478049,0.002544056,0.004825875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002794664,0.00318265,0.08756657,0.0004930238,0.00003221419,0.03497417,0.781928,0.000526552,0.004378186,0.003491002,0.006288452,0.0768598],"study_design_scores_gemma":[0.00002899932,0.001626846,0.02275533,0.0002854422,0.00002053577,0.01429433,0.9252427,0.001392617,0.002043567,0.0007052067,0.0315171,0.00008730828],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884717,0.0002145519,0.002155418,0.002189723,0.0001062705,0.0001075785,0.00003935469,0.00003886579,0.006676448],"genre_scores_gemma":[0.9927412,0.0002636792,0.00165926,0.0005253518,0.0000544489,0.00006773497,0.00003106982,0.00002220801,0.004635018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007264531,"threshold_uncertainty_score":0.03841895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04757311846463932,"score_gpt":0.4011665764773133,"score_spread":0.3535934580126739,"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."}}