{"id":"W4392003435","doi":"10.5539/jel.v13n2p130","title":"Engineering Students’ Performance in Communication Skills Courses: Does Attendance Really Matter?","year":2024,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attendance; Psychology; Communication skills; Mathematics education; Medical education; Pedagogy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004700139,0.0002676854,0.0005568296,0.001144972,0.001007361,0.003153353,0.0007548479,0.00137578,0.007203712],"category_scores_gemma":[0.02610663,0.0002492613,0.0008767557,0.001381169,0.001183692,0.001556205,0.001119885,0.002006862,0.001404016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008502683,"about_ca_system_score_gemma":0.001568633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004073285,"about_ca_topic_score_gemma":0.006932743,"domain_scores_codex":[0.9944636,0.001707448,0.0005669441,0.0006196866,0.001677546,0.0009647338],"domain_scores_gemma":[0.9634789,0.01579982,0.01057946,0.0009990776,0.002576492,0.006566355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000171421,0.0006310301,0.9813239,0.00005010725,0.0001172778,0.00009875914,0.002831582,0.00004321253,0.0002669596,0.0001419427,0.0005185719,0.0138052],"study_design_scores_gemma":[0.000003590196,0.0002817246,0.9935134,0.00003626163,0.00004264164,0.00004187662,0.005321919,0.0001216601,0.0001092802,0.00009572436,0.0004187035,0.00001331804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964277,0.0001436634,0.0001026151,0.0007129229,0.00004186913,0.00001207494,0.00007841662,0.000004402566,0.002476363],"genre_scores_gemma":[0.9991238,0.00007991867,0.0000516625,0.0001059586,0.00002558065,0.000008956491,0.00006472345,0.000003837004,0.0005356582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007203712,"threshold_uncertainty_score":0.02485698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108550702727169,"score_gpt":0.3930977700135975,"score_spread":0.3822426997408806,"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."}}