{"id":"W2485347458","doi":"10.22329/celt.v9i0.4402","title":"Original Undergraduate Research in Classroom Contexts: Student Perceptions of a Scaffolded Approach","year":2016,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Class (philosophy); Context (archaeology); Mathematics education; Psychology; Perception; Pedagogy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0174488,0.0004869333,0.0004630597,0.001449415,0.003148066,0.008526095,0.001317443,0.001335363,0.003125062],"category_scores_gemma":[0.05289124,0.0004381003,0.000610994,0.0006359742,0.004689061,0.002544663,0.005910777,0.002065704,0.0007173509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002540315,"about_ca_system_score_gemma":0.004111466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00049363,"about_ca_topic_score_gemma":0.001334991,"domain_scores_codex":[0.9733853,0.01779417,0.001505908,0.001660453,0.00465191,0.001002289],"domain_scores_gemma":[0.9205458,0.04090286,0.009724783,0.009502108,0.008826499,0.01049791],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004196118,0.004448656,0.1423159,0.001340198,0.0001305312,0.001395101,0.5788725,0.001419695,0.03205466,0.01717621,0.002995259,0.2174317],"study_design_scores_gemma":[0.000493071,0.009073258,0.1338538,0.002023913,0.0003229384,0.00340448,0.5953134,0.006340239,0.01915647,0.03947135,0.1901252,0.0004219322],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572186,0.0003584911,0.02547097,0.00164751,0.00008064524,0.0003682062,0.0000266745,0.0001702343,0.01465869],"genre_scores_gemma":[0.9848674,0.0001886106,0.01245899,0.0002775582,0.00002008988,0.0002657808,0.00002636917,0.00002513161,0.001870133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9825512,"threshold_uncertainty_score":0.09227914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05532099702397367,"score_gpt":0.4094744635981441,"score_spread":0.3541534665741704,"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."}}