{"id":"W2127983545","doi":"10.1111/dsji.12080","title":"Student Learning and Performance in Information Systems Courses: The Role of Academic Motivation","year":2015,"lang":"en","type":"article","venue":"Decision Sciences Journal of Innovative Education","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Psychology; Mathematics education; Perception; Academic achievement; Goal theory; Student engagement; Intrinsic motivation; Cognition; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.004590235,0.0000750163,0.0001554006,0.0006209961,0.00008784801,0.00005413702,0.0002388153,0.00006206781,0.00002376127],"category_scores_gemma":[0.001005482,0.00004830125,0.00001370857,0.001668027,0.0001761704,0.001191541,0.00002690288,0.0003283476,0.000005722414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008086416,"about_ca_system_score_gemma":0.0004237963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001593,"about_ca_topic_score_gemma":4.871441e-7,"domain_scores_codex":[0.9980751,0.0001332565,0.000923943,0.00008950161,0.000674843,0.0001034134],"domain_scores_gemma":[0.9965473,0.0003271807,0.001361847,0.00007298196,0.001648357,0.00004236996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004530182,0.00004888557,0.8651575,0.000002438063,0.000004649325,7.811723e-8,0.02403299,0.0007478204,0.00002019255,0.01046109,0.0003091076,0.09916998],"study_design_scores_gemma":[0.0003319263,0.0003051915,0.7984082,0.0001347653,0.000002381646,0.00003196172,0.1893326,0.0001464566,0.00004160599,0.0006017822,0.01061219,0.00005100184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905812,0.000667535,0.001274205,0.0001532323,0.001373483,0.0001775925,4.174834e-7,0.000003128026,0.005769229],"genre_scores_gemma":[0.9993402,0.00006262129,0.0003605684,0.00008615019,0.00008858982,0.000007718153,0.000001863065,0.000002442277,0.00004980376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1652996,"threshold_uncertainty_score":0.1969668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04672788995940407,"score_gpt":0.3998568563197825,"score_spread":0.3531289663603784,"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."}}