{"id":"W2974368751","doi":"10.20343/teachlearninqu.7.2.12","title":"The Scholarship of Teaching and Learning: A Scoping Review Protocol","year":2019,"lang":"en","type":"review","venue":"Teaching & Learning Inquiry The ISSOTL Journal","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Rollins College; University of Calgary","keywords":"Documentation; Protocol (science); Scholarship; Field (mathematics); Systematic review; Process (computing); Plan (archaeology); Computer science; Engineering ethics; Knowledge management; Engineering; Medicine; MEDLINE; Political science; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.2737093,0.004425749,0.007862425,0.01932697,0.0074951,0.009205916,0.005458883,0.01147274,0.05720996],"category_scores_gemma":[0.2569095,0.006448805,0.008003937,0.01645173,0.008613939,0.009238676,0.009181049,0.01246221,0.02509281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01300251,"about_ca_system_score_gemma":0.1034969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003824498,"about_ca_topic_score_gemma":0.009109272,"domain_scores_codex":[0.8394812,0.08502785,0.04633001,0.007702609,0.01731649,0.004141743],"domain_scores_gemma":[0.8004898,0.07132102,0.01829698,0.02797125,0.07431739,0.007603534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01012014,0.002463953,0.002211896,0.305714,0.001303414,0.003459659,0.03977504,0.005361798,0.01114649,0.06073892,0.1987614,0.3589433],"study_design_scores_gemma":[0.01974702,0.002266643,0.007060461,0.2095015,0.001579488,0.0009790693,0.01260849,0.003965185,0.00620832,0.05358356,0.6815314,0.0009689358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004056924,0.0003843071,0.005651271,0.0006230446,0.0003092885,0.9899721,0.001551473,0.000146051,0.0009567542],"genre_scores_gemma":[0.0003561732,0.0002815911,0.009494177,0.0001495407,0.00003045747,0.989125,0.0002595302,0.00001469195,0.0002888231],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2737093,"threshold_uncertainty_score":0.8956457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3451605539399782,"score_gpt":0.5729272140326978,"score_spread":0.2277666600927195,"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."}}