{"id":"W2896050509","doi":"10.5430/wje.v8n5p88","title":"Perceptions and Unmet Expectations of Undergraduate Students on the Role of Counselling in Academic Achievement: Implication for Academic Development Program Review","year":2018,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medical education; Academic achievement; Perception; Relevance (law); Descriptive research; Higher education; Pedagogy; Medicine; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008788691,0.00008931812,0.0001735508,0.0002993004,0.00008939081,0.000007094803,0.0001990389,0.00005477158,0.00002109748],"category_scores_gemma":[0.00008342809,0.0000707442,0.00004403389,0.0003875045,0.00006236591,0.00009228813,0.000006411276,0.0002596009,0.000004444457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007545698,"about_ca_system_score_gemma":0.0001328279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005296231,"about_ca_topic_score_gemma":0.00001912653,"domain_scores_codex":[0.9986405,0.000123796,0.0007655993,0.0001272026,0.0002229553,0.0001199196],"domain_scores_gemma":[0.9984098,0.0002380361,0.0008168079,0.0001308394,0.0003636778,0.00004081477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003616458,0.005747082,0.1353464,0.000507858,0.0003416985,1.06936e-7,0.06538555,0.00002393323,0.02182063,0.06438181,0.007951188,0.6981321],"study_design_scores_gemma":[0.001102246,0.0006006079,0.9336463,0.00334489,0.0002004042,0.00001218132,0.00940497,0.00001675362,0.002854353,0.01416709,0.03446123,0.0001889314],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875253,0.006512767,0.0005741089,0.003774473,0.0002830774,0.001131834,0.000002418278,0.00000567455,0.0001902833],"genre_scores_gemma":[0.9931707,0.005024352,0.001149634,0.0001569102,0.0001519016,0.0001679681,0.00001643781,0.0000106256,0.0001514762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7982999,"threshold_uncertainty_score":0.2884865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04776708485473603,"score_gpt":0.4257482253211104,"score_spread":0.3779811404663744,"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."}}