{"id":"W3006272542","doi":"","title":"\"What if I don’t know the answer?\": Fifth-grade Students’ Responses to Uncertainty in Test-Taking","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Test (biology); Multiple choice; Recall; Psychology; Blank; Mathematics education; Social psychology; Cognitive psychology; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001348234,0.0001681704,0.0002187891,0.0007859622,0.0001881397,0.0002570885,0.0005976897,0.0001051366,0.001068835],"category_scores_gemma":[0.002485425,0.0001551842,0.00006784812,0.0008328464,0.00006052238,0.0003271226,0.00001060103,0.0004454788,0.0001293853],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031385,"about_ca_system_score_gemma":0.0058108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05180611,"about_ca_topic_score_gemma":0.5422334,"domain_scores_codex":[0.9982039,0.0003397369,0.0004678603,0.0002724275,0.0001071293,0.0006089914],"domain_scores_gemma":[0.997295,0.0005429072,0.0004585396,0.0003172752,0.0006175713,0.0007687401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007886207,0.0002359821,0.622176,0.00006452941,0.00005642208,0.00003432975,0.3202717,0.0004570112,0.0001665232,0.00179407,0.007245971,0.04741856],"study_design_scores_gemma":[0.0002520636,0.0002598679,0.6700321,0.0005461301,0.00002922676,0.0002339988,0.1737261,0.000009089425,0.00001609568,0.0005611781,0.1541484,0.0001857668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738795,0.001312931,0.00001469241,0.01583985,0.007794872,0.0003530555,0.000009311506,0.000005508258,0.0007903427],"genre_scores_gemma":[0.9853318,0.00003502538,0.00003847451,0.003241053,0.0006013562,0.00005948054,0.00001366246,0.00002726187,0.0106519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4904273,"threshold_uncertainty_score":0.9998443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05028649748379706,"score_gpt":0.3646706368063509,"score_spread":0.3143841393225539,"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."}}