{"id":"W2096771625","doi":"10.20343/teachlearninqu.3.2.37","title":"Conceptualizing and Communicating SoTL: A Framework for the Field","year":2015,"lang":"en","type":"article","venue":"Teaching & Learning Inquiry The ISSOTL Journal","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"Mount Royal University","keywords":"Conceptualization; Field (mathematics); Discipline; Engineering ethics; Sociology; Epistemology; Computer science; Management science; Social science; Engineering; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0274787,0.0002787419,0.0003418548,0.00008547329,0.004123719,0.0004419781,0.001008831,0.0002143877,0.00008767079],"category_scores_gemma":[0.02255243,0.0001492891,0.0001482775,0.000176988,0.0004560572,0.000141268,0.0002670665,0.008621199,0.00002382828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000804982,"about_ca_system_score_gemma":0.00007884057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001475798,"about_ca_topic_score_gemma":0.000001495972,"domain_scores_codex":[0.9906103,0.007596494,0.0005542208,0.0002956824,0.0003228332,0.0006204828],"domain_scores_gemma":[0.9780678,0.02027529,0.0006951595,0.0006412559,0.0001743394,0.0001461229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003090592,0.00007247919,0.01318938,0.0000120511,0.0004284111,0.00001205013,0.4765732,0.001974473,0.0001543182,0.1636913,0.02501464,0.3185686],"study_design_scores_gemma":[0.001653342,0.0009922908,0.005508053,0.0004139621,0.0001893682,0.001017975,0.2081391,0.004391362,0.00002291832,0.02469435,0.7524456,0.0005316781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1688215,0.004180723,0.7948597,0.02489872,0.003018998,0.0003247345,7.098139e-7,0.0002678357,0.003627096],"genre_scores_gemma":[0.9343088,0.00002844491,0.05686432,0.004395565,0.002451483,0.0000340129,0.000002100387,0.00008182712,0.001833488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7654873,"threshold_uncertainty_score":0.9971728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2092934751888241,"score_gpt":0.4896536829270401,"score_spread":0.280360207738216,"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."}}