{"id":"W3122537597","doi":"10.5430/jnep.v11n5p54","title":"Nursing student perception and performance with collaborative testing","year":2021,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Psychology; Medical education; Test (biology); Nursing; 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":[0.005620778,0.0002736282,0.000359126,0.0008370868,0.000537113,0.001703592,0.0005288354,0.0005902869,0.002875239],"category_scores_gemma":[0.04983321,0.0001721528,0.0005988465,0.0005266311,0.0006421693,0.0007418858,0.001454892,0.0008629021,0.0006326706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005843129,"about_ca_system_score_gemma":0.0007649296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666154,"about_ca_topic_score_gemma":0.001248157,"domain_scores_codex":[0.9917744,0.002759634,0.0007501208,0.0003771336,0.003663168,0.0006755261],"domain_scores_gemma":[0.9590276,0.01612449,0.01038691,0.001287601,0.007165953,0.006007425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002048345,0.001164824,0.9658056,0.00004929738,0.00004993903,0.000170286,0.006148316,0.0002634353,0.0008503713,0.00003561643,0.000357661,0.02489975],"study_design_scores_gemma":[0.00002284864,0.003418045,0.9811323,0.00004456806,0.00003381653,0.0006662326,0.01078256,0.001486494,0.001199074,0.000134505,0.00103951,0.00004006433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989723,0.00003750442,0.0001772656,0.00008213599,0.000007802274,0.00001389548,0.0000118778,0.000006639993,0.0006905751],"genre_scores_gemma":[0.9995158,0.00003137105,0.0001481056,0.00003288178,0.00000545378,0.000014293,0.00002401744,0.000002893024,0.0002252394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005620778,"threshold_uncertainty_score":0.02972585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08733587536504024,"score_gpt":0.482350610163558,"score_spread":0.3950147347985177,"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."}}