{"id":"W7009502453","doi":"","title":"Effect of a course in research methods on scientific thinking among psychology students","year":2011,"lang":"en","type":"article","venue":"SUNScholar (Stellenbosch University)","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Course (navigation); Class (philosophy); Quarter (Canadian coin); Significant difference; Research design; Course evaluation; Data collection; Research methodology; Statistical analysis; Variance (accounting)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01000268,0.0002843161,0.0005751653,0.002238323,0.0004122501,0.00002442198,0.002108393,0.0007182944,0.00166112],"category_scores_gemma":[0.0003585748,0.0002899284,0.0001899313,0.002534535,0.001866553,0.0002838128,0.0003622526,0.002749678,0.0004418802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003556084,"about_ca_system_score_gemma":0.00005928733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002829526,"about_ca_topic_score_gemma":0.00003512175,"domain_scores_codex":[0.9902807,0.006593657,0.0004125733,0.001210232,0.0006667728,0.0008360308],"domain_scores_gemma":[0.9970849,0.00115669,0.0002096084,0.001122459,0.0002063484,0.0002200422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007678815,0.004088247,0.6987383,0.00008058729,0.0005373756,0.00124548,0.06255134,0.000004107916,0.001412494,0.1855581,0.01132602,0.02677916],"study_design_scores_gemma":[0.01675617,0.01229822,0.6924925,0.0004139252,0.0003513893,0.00006087712,0.01800421,0.00001367608,0.002432331,0.0162381,0.2394364,0.001502257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6116388,0.0004560698,0.0005032379,0.00003691925,0.001878517,0.0004424984,0.000004079895,0.00005013551,0.3849897],"genre_scores_gemma":[0.9826097,0.00007001137,0.001230856,0.00006690664,0.00007272832,0.000004943222,0.000003372377,0.00004189937,0.01589956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3709708,"threshold_uncertainty_score":0.9999553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1732041882431065,"score_gpt":0.5250202037416242,"score_spread":0.3518160154985177,"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."}}