{"id":"W3082618724","doi":"10.1111/dsji.12221","title":"How Gaps between Target and Midcourse Grades Impact Undergraduates’ Studying Intentions and Grade Improvements*","year":2020,"lang":"en","type":"article","venue":"Decision Sciences Journal of Innovative Education","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Brock University","keywords":"Mindset; Psychology; Mathematics education; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003219714,0.0002261278,0.0003055003,0.000732568,0.000392176,0.001851417,0.0005789315,0.0005260184,0.002816481],"category_scores_gemma":[0.02108691,0.0002008444,0.0003969161,0.0004752954,0.000453084,0.0007735246,0.001092447,0.00102586,0.0004660537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005073538,"about_ca_system_score_gemma":0.0006337775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006079008,"about_ca_topic_score_gemma":0.008979601,"domain_scores_codex":[0.9986688,0.0004525005,0.0001186767,0.0002119642,0.0003411309,0.0002069276],"domain_scores_gemma":[0.9755595,0.009620293,0.007678064,0.001154416,0.001901429,0.004086215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008554092,0.0002332904,0.9953089,0.00000513502,0.00002495789,0.00001008224,0.0002698693,0.0001014606,0.0001404347,0.00004441276,0.00006992994,0.003706026],"study_design_scores_gemma":[0.00000223399,0.0001530162,0.9987444,0.000005411955,0.00001017401,0.000006154413,0.0003328395,0.0004058937,0.0002142345,0.00005139286,0.00007049959,0.000003671552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995847,0.00001929319,0.00006014108,0.00003068078,0.000002213658,0.000002051096,0.00003099035,0.000002693414,0.0002671437],"genre_scores_gemma":[0.9997084,0.00000841331,0.00005511691,0.000007410841,0.000001434097,0.000002603003,0.00004326741,0.000001128447,0.0001721765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006079008,"threshold_uncertainty_score":0.01702768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1263637416449492,"score_gpt":0.4464938081916568,"score_spread":0.3201300665467077,"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."}}