{"id":"W3130099465","doi":"10.29173/isotl591","title":"Good Beginnings: Launching Imagining SoTL","year":2021,"lang":"en","type":"article","venue":"Imagining SoTL","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Hopefulness; Scholarship; Mount; Scholarship of Teaching and Learning; Sociology; Reading (process); Visual arts; Pedagogy; Art; Psychology; Teaching method; Political science; Computer science; Philosophy; Teaching and learning center; Linguistics; Law","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":[0.02750445,0.000717815,0.0005081483,0.001852955,0.009929909,0.02039568,0.001675717,0.004015187,0.008310204],"category_scores_gemma":[0.0349048,0.000273883,0.0005080149,0.001199086,0.02810341,0.01847827,0.01654625,0.01101136,0.00241062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008827022,"about_ca_system_score_gemma":0.008265952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001147642,"about_ca_topic_score_gemma":0.003607361,"domain_scores_codex":[0.9640554,0.02750953,0.0005860862,0.0007872483,0.004944377,0.002117417],"domain_scores_gemma":[0.9587163,0.02107517,0.001938318,0.002044182,0.006801674,0.009424324],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001328804,0.0001954915,0.0009191496,0.0006884019,0.00001260021,0.0004793981,0.4278343,0.0001008084,0.00196052,0.2977839,0.1698664,0.1000261],"study_design_scores_gemma":[0.00002365795,0.0002091864,0.0006367331,0.000854107,0.000008413635,0.0002101368,0.2557062,0.0001263263,0.001151372,0.05203298,0.6890025,0.00003838308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1139983,0.01282219,0.03054918,0.4500115,0.02841736,0.0005648821,0.0001600947,0.000893653,0.3625828],"genre_scores_gemma":[0.7940067,0.006041535,0.0326272,0.06196581,0.006980531,0.0008715384,0.000207485,0.00153553,0.09576365],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9724956,"threshold_uncertainty_score":0.1454592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09543489054946871,"score_gpt":0.4505152946086621,"score_spread":0.3550804040591934,"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."}}