{"id":"W3040228591","doi":"10.36902/sjesr-vol3-iss2-2020(107-114)","title":"University Students’ Communication Skills as a Determinant of Academic Achievement","year":2020,"lang":"en","type":"article","venue":"Sir Syed Journal of Education & Social Research (SJESR)","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Communication skills; Psychology; Mathematics education; Academic achievement; Medical education; Population; 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":[0.0005297061,0.0002133472,0.0002045161,0.0009990005,0.0005723791,0.001275934,0.0002485709,0.0003669265,0.004356781],"category_scores_gemma":[0.005166586,0.00008042106,0.0002224967,0.0007114629,0.0003140159,0.0003370238,0.0006413901,0.0007534649,0.0006092324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002741782,"about_ca_system_score_gemma":0.0004916865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001915254,"about_ca_topic_score_gemma":0.001902652,"domain_scores_codex":[0.9993374,0.0001459178,0.00007084179,0.0000580267,0.0002225023,0.0001652174],"domain_scores_gemma":[0.9950789,0.001150005,0.001488636,0.0001455404,0.0004973178,0.001639706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007841363,0.0004360357,0.9823303,0.00003089053,0.00003424445,0.0002261764,0.001330929,0.00005642871,0.0004310944,0.0001525964,0.0003332496,0.01455973],"study_design_scores_gemma":[0.000002497524,0.0001868277,0.9968517,0.00001754055,0.00001288838,0.0001491936,0.001882997,0.0001081669,0.000188637,0.00008643674,0.0005072663,0.000005747178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971409,0.0001606849,0.0000392733,0.0001196138,0.00001296516,0.000004859854,0.00004322322,0.000004641287,0.002473885],"genre_scores_gemma":[0.9995166,0.00006864631,0.00002337391,0.00001051309,0.000009736313,0.000002195176,0.00002553658,8.472235e-7,0.00034262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004356781,"threshold_uncertainty_score":0.01457483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1702274041202364,"score_gpt":0.5506593667136458,"score_spread":0.3804319625934094,"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."}}