{"id":"W2515948926","doi":"10.22329/celt.v9i0.4428","title":"Five High-Impact Teaching Practices: A List of Possibilities","year":2016,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Teaching method; Teaching and learning center; Student engagement; Pedagogy; Psychology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0089263,0.0002248809,0.0003576322,0.0003228707,0.002739931,0.0002808953,0.0002778012,0.0001699508,0.0003133862],"category_scores_gemma":[0.07615943,0.0001632471,0.0001019878,0.0001654925,0.0003171951,0.001008279,0.00007997391,0.001254212,0.00001789392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002851553,"about_ca_system_score_gemma":0.0003839785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02385171,"about_ca_topic_score_gemma":0.0007964487,"domain_scores_codex":[0.9918968,0.00606733,0.0004123591,0.0004569789,0.0007368434,0.0004296631],"domain_scores_gemma":[0.9885242,0.00962684,0.001272295,0.0002290281,0.0001703405,0.0001772853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000968,0.0008781906,0.1483596,0.0001465948,0.0005584167,0.00002182414,0.2907535,0.0006058136,0.008579522,0.3410633,0.004955347,0.2031099],"study_design_scores_gemma":[0.01660903,0.01067369,0.1365462,0.009377166,0.001354618,0.00009047941,0.3184173,0.005484077,0.001329639,0.06297795,0.4316028,0.005537035],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8893633,0.0001132596,0.0004461839,0.004435222,0.0001952922,0.0002379985,0.000007460134,0.0002849201,0.1049163],"genre_scores_gemma":[0.9656183,0.00007283194,0.001713785,0.00005937072,0.0002299969,0.00001362128,0.000004218766,0.00003076827,0.03225715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4266475,"threshold_uncertainty_score":0.9985583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05572384453623165,"score_gpt":0.4196682336256497,"score_spread":0.3639443890894181,"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."}}