{"id":"W3047971724","doi":"10.31703/gesr.2020(v-ii).02","title":"Students Academic Achievement at University as Determined by their Communication Skills","year":2020,"lang":"en","type":"article","venue":"Global Educational Studies Review","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Communication skills; Medical education; Academic achievement; Population; Medicine; Environmental health","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":[0.0006473853,0.0001696877,0.0002873438,0.00133679,0.0004312213,0.001057416,0.0002111396,0.0002213731,0.003134021],"category_scores_gemma":[0.002718934,0.00006920738,0.0002676673,0.001113993,0.0001791152,0.0003269179,0.0005794609,0.0003914026,0.0007670033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002592277,"about_ca_system_score_gemma":0.0005440719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353028,"about_ca_topic_score_gemma":0.002196147,"domain_scores_codex":[0.9993699,0.0001135127,0.00008141789,0.00006069385,0.0002291383,0.0001454757],"domain_scores_gemma":[0.9975992,0.0003699377,0.0008237432,0.0000501776,0.0004763283,0.0006805971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001748625,0.0005969786,0.902545,0.0002744895,0.00009658268,0.0002685973,0.002364247,0.00007190097,0.0009650494,0.0003226034,0.0009573909,0.09136237],"study_design_scores_gemma":[0.00000329185,0.0003638164,0.9945293,0.00008540465,0.00003063591,0.0001785801,0.002291488,0.00003592727,0.0003030475,0.00009774161,0.002073938,0.000006946942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878551,0.002540719,0.00007523443,0.0001981988,0.00003749438,0.00001130869,0.0001142507,0.000006816205,0.00916094],"genre_scores_gemma":[0.9976984,0.001010231,0.00005133737,0.00002473594,0.00001842883,0.000005997257,0.00006624885,0.000001183328,0.001123426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003134021,"threshold_uncertainty_score":0.01048434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08730763010270802,"score_gpt":0.4739565408403926,"score_spread":0.3866489107376845,"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."}}