{"id":"W4414425685","doi":"10.3928/01484834-20250620-01","title":"Study Mapping to Increase Metacognitive Reading Skills for Test Taking","year":2025,"lang":"en","type":"article","venue":"Journal of Nursing Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba","funders":"","keywords":"Metacognition; Test (biology); Reading (process); Study skills; Educational measurement","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002649227,0.00007938241,0.0001620021,0.00062392,0.0005531943,0.000191174,0.0001938052,0.00004464892,0.00001185122],"category_scores_gemma":[0.02079072,0.00008222803,0.00006278392,0.0008268404,0.00004838669,0.0007165113,0.00000852291,0.0001626723,0.000003296301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361645,"about_ca_system_score_gemma":0.001874497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001935984,"about_ca_topic_score_gemma":0.00003680585,"domain_scores_codex":[0.9986939,0.0003457958,0.0003692954,0.0001432713,0.0002693038,0.0001784508],"domain_scores_gemma":[0.996074,0.001708835,0.0007309114,0.00009517039,0.001288631,0.0001024011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005740567,0.00474713,0.02889649,0.00001252214,0.00007940935,5.649824e-7,0.2614529,0.00001062675,0.001426364,0.001864063,0.006196776,0.6952558],"study_design_scores_gemma":[0.0004745492,0.0003835863,0.1874101,0.001759148,0.0004386689,0.0000126393,0.7540051,0.000007703453,0.001011114,0.02645262,0.02785141,0.0001933431],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.876151,0.0001385524,0.01036083,0.009767866,0.006682786,0.001011593,0.00000102307,0.00001691096,0.09586947],"genre_scores_gemma":[0.9763019,0.0000111605,0.02073659,0.0003895315,0.001116785,0.00003882426,9.630511e-7,0.000008816235,0.001395449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6950624,"threshold_uncertainty_score":0.9874576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07701184908272873,"score_gpt":0.5143671293019627,"score_spread":0.437355280219234,"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."}}