{"id":"W4391281598","doi":"10.29173/cjfy30023","title":"Investigating Parental Pressure and Test Anxiety as Predictors of Examination Malpractice Tendency among University Undergraduate Students in Cross River State, Nigeria","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Smart Systems and Machine Learning","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malpractice; Test (biology); Anxiety; Test anxiety; Psychology; State (computer science); Clinical psychology; Medicine; Medical education; Psychiatry; Political science; Law; Mathematics","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007825386,0.0001555837,0.0001832547,0.0007675363,0.0006031619,0.0007058706,0.0002705212,0.0004423631,0.001437823],"category_scores_gemma":[0.005361902,0.0002215049,0.0002373203,0.000555527,0.0003343226,0.000317652,0.0005222094,0.0006400741,0.0001117609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004029824,"about_ca_system_score_gemma":0.0008760994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008995293,"about_ca_topic_score_gemma":0.01549901,"domain_scores_codex":[0.9993722,0.0001734931,0.0001067153,0.00004558611,0.0001784472,0.000123496],"domain_scores_gemma":[0.9958627,0.001021257,0.00190265,0.0001233153,0.0004064293,0.0006835106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007492586,0.00004618274,0.9978499,0.000007090428,0.000003213535,0.00007913639,0.0005431707,0.000006859197,0.00004771745,0.00001222024,0.00003258077,0.001364394],"study_design_scores_gemma":[8.954104e-7,0.0001026258,0.9957983,0.00002212934,0.000006428653,0.0002349738,0.003570889,0.00008192618,0.00005027437,0.00001171272,0.0001173528,0.000002505822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996665,0.00008501997,0.00001370722,0.00007201322,0.00000196536,0.000004448581,0.0000144649,5.084735e-7,0.0001415267],"genre_scores_gemma":[0.9997123,0.000119837,0.00003258759,0.00001758036,0.000002722828,0.00000332023,0.00002063654,2.032257e-7,0.00009065984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9995576,"threshold_uncertainty_score":0.01788586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008113115333361414,"score_gpt":0.2447259674272158,"score_spread":0.2366128520938544,"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."}}