{"id":"W3091921298","doi":"10.20343/teachlearninqu.8.2.7","title":"Between Culture and Curricula: Exploring Student and Faculty Experiences of Undergraduate Research and Inquiry","year":2020,"lang":"en","type":"article","venue":"Teaching & Learning Inquiry The ISSOTL Journal","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Undergraduate research; Nexus (standard); Curriculum; Diversity (politics); Pedagogy; Higher education; Faculty development; Medical education; Perception; Professional development; Sociology; Psychology; Political science; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0134426,0.0002985331,0.0004956656,0.00153213,0.00771555,0.00780378,0.001239397,0.0009173038,0.001448232],"category_scores_gemma":[0.03108725,0.0004687854,0.000317583,0.001648531,0.007413887,0.002887739,0.008718899,0.002133657,0.0001830731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009448188,"about_ca_system_score_gemma":0.01391345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03935918,"about_ca_topic_score_gemma":0.08609837,"domain_scores_codex":[0.9861147,0.008800576,0.0005952626,0.0004981291,0.00222942,0.001761844],"domain_scores_gemma":[0.9724011,0.0141495,0.003676315,0.0007581532,0.0032935,0.005721413],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004639915,0.0001485659,0.05828499,0.00005904007,0.000009932124,0.0002085449,0.9268215,0.00003663054,0.0006595555,0.000693143,0.0003172085,0.01271447],"study_design_scores_gemma":[0.000003324522,0.0001063644,0.02352402,0.00004740497,0.00000401596,0.00006860036,0.9729319,0.00006723836,0.0002100296,0.0001349673,0.002887342,0.00001487802],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972805,0.0001259303,0.0001972225,0.0004184229,0.000009677774,0.00001817222,0.00001165656,0.000004770247,0.0019337],"genre_scores_gemma":[0.9988179,0.0001467729,0.0001977182,0.0001925563,0.000004971957,0.00001884852,0.00001228607,0.000005380532,0.0006035697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9865574,"threshold_uncertainty_score":0.07826018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5274572497282817,"score_gpt":0.5388943915975933,"score_spread":0.01143714186931166,"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."}}