{"id":"W3108011748","doi":"10.1177/0569434520974658","title":"Teaching Methods in Undergraduate Introductory Economics Courses: Results From a Sixth National Quinquennial Survey","year":2020,"lang":"en","type":"article","venue":"The American Economist","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Delaware","keywords":"Mathematics education; Quarter (Canadian coin); Diversity (politics); Inclusion (mineral); Economics education; Teaching method; Medical education; Psychology; Sociology; Social science; Primary education; Geography; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00795055,0.0002416638,0.0003015648,0.002674056,0.0006391917,0.001070133,0.0006284359,0.0006838376,0.003586237],"category_scores_gemma":[0.01846341,0.0002541591,0.0003214089,0.002235736,0.0004214612,0.001306309,0.001625051,0.0007287706,0.002037841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007803756,"about_ca_system_score_gemma":0.0007877635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009608745,"about_ca_topic_score_gemma":0.01034198,"domain_scores_codex":[0.9954254,0.001405328,0.0004772469,0.0005112941,0.001777134,0.0004036038],"domain_scores_gemma":[0.9772695,0.005310094,0.006802631,0.001222981,0.006775315,0.002619471],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005630315,0.0002408587,0.9702539,0.0001089335,0.00002356067,0.0000370638,0.003429022,0.00005496707,0.0002956,0.0000985377,0.003268682,0.02213258],"study_design_scores_gemma":[0.000002801526,0.00009329984,0.9945946,0.00003353372,0.000002958262,0.00004814133,0.002569056,0.0001028319,0.00005690988,0.00001948907,0.002469699,0.000006590486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911923,0.0006718562,0.0003548238,0.0006592778,0.00002423557,0.0001099989,0.003051683,0.00001877449,0.003917137],"genre_scores_gemma":[0.988645,0.001066687,0.0007968678,0.0006543476,0.00003624282,0.0002810658,0.00447969,0.00002596541,0.004014113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9920495,"threshold_uncertainty_score":0.04204702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09815625994146436,"score_gpt":0.4454414583282816,"score_spread":0.3472851983868173,"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."}}