{"id":"W2791851775","doi":"10.5539/hes.v8n2p9","title":"Knowledge Growth, Academic Beliefs and Motivation of Students in Business and Economics - A longitudinal German Case Study","year":2018,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Skepticism; German; Economics education; Objectivity (philosophy); Psychology; Intrinsic motivation; Mathematics education; Social psychology; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002588805,0.0002538157,0.0004108466,0.002197055,0.001830992,0.002296448,0.0004700502,0.000829426,0.001522265],"category_scores_gemma":[0.005676611,0.000267296,0.000351547,0.001858637,0.001113704,0.001484252,0.001554666,0.001315847,0.0002975046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509177,"about_ca_system_score_gemma":0.001347704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02146895,"about_ca_topic_score_gemma":0.02093654,"domain_scores_codex":[0.9988927,0.0003243144,0.00006401154,0.0001285339,0.0002640188,0.0003263447],"domain_scores_gemma":[0.9956725,0.001073394,0.001319947,0.0002375318,0.000562424,0.00113425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005556486,0.001096409,0.9796234,0.00001179135,0.0000240162,0.0004056412,0.01151855,0.00008951151,0.0001464933,0.0002329708,0.0001363467,0.006659345],"study_design_scores_gemma":[0.00000956892,0.0003330764,0.9774366,0.00001865431,0.00002249925,0.000377349,0.02007346,0.0005026247,0.0001816655,0.000199179,0.0008264946,0.00001884873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997321,0.00002932727,0.00001618198,0.0000392051,6.798004e-7,0.000003835358,0.0000203798,4.571984e-7,0.00015782],"genre_scores_gemma":[0.999665,0.00003700951,0.00003373417,0.00001361268,0.000001396489,0.000005910999,0.00004494529,5.153996e-7,0.0001978089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02146895,"threshold_uncertainty_score":0.04268801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1402592924642163,"score_gpt":0.4661117705889569,"score_spread":0.3258524781247406,"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."}}