{"id":"W2173745299","doi":"10.19030/ajbe.v6i1.7486","title":"Can Business Students Forecast Their Own Grade?","year":2012,"lang":"en","type":"article","venue":"American Journal of Business Education (AJBE)","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Business education; Mathematics education; Likert scale; Psychology; Business; Higher education; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001643404,0.0003168176,0.0003688406,0.001148467,0.0003909816,0.002570116,0.0004099394,0.0008464226,0.003775121],"category_scores_gemma":[0.02097578,0.0001569249,0.0003034949,0.0009835032,0.0002652655,0.002367247,0.000556586,0.001008188,0.001879216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003613757,"about_ca_system_score_gemma":0.0003555806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006621974,"about_ca_topic_score_gemma":0.00824446,"domain_scores_codex":[0.9993852,0.0001511423,0.00004128963,0.00009879849,0.0001945707,0.0001288618],"domain_scores_gemma":[0.9902813,0.002864874,0.003025061,0.0006366298,0.001665412,0.001526625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001308559,0.0001111501,0.9774304,0.000009629094,0.00002959979,0.00004497858,0.0005616138,0.000510094,0.0001130401,0.0004136611,0.0009302623,0.01971465],"study_design_scores_gemma":[0.00000999662,0.0002443147,0.9864102,0.00002848256,0.00003906329,0.00008044428,0.003220749,0.00418596,0.0005150798,0.002224676,0.003004476,0.00003645762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894161,0.0001437616,0.001025899,0.001207343,0.00003841696,0.00001489965,0.0005329442,0.00003523443,0.007585496],"genre_scores_gemma":[0.9980339,0.00009535292,0.0001889194,0.00007232301,0.00001850799,0.000006675845,0.0003748172,0.000004208211,0.001205206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006621974,"threshold_uncertainty_score":0.0131669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04572047631770697,"score_gpt":0.4114358256874867,"score_spread":0.3657153493697797,"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."}}