{"id":"W4281702425","doi":"10.20429/ijsotl.2022.160207","title":"First Impressions Matter! An Experiment Comparing Autonomous and Controlling Language in Course Syllabi","year":2022,"lang":"en","type":"article","venue":"International Journal for the Scholarship of Teaching and Learning","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Syllabus; Learner autonomy; Psychology; Autonomy; Feeling; Pedagogy; Class (philosophy); Mathematics education; Reading (process); Language education; Medical education; Social psychology; Medicine; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.002873368,0.0000862376,0.0001447383,0.0001211861,0.0009992862,0.000130818,0.0002571308,0.00002827051,0.0004378579],"category_scores_gemma":[0.0001646831,0.00007068508,0.00004816029,0.00002560665,0.00003505065,0.0001683776,0.00008903078,0.001476053,9.576925e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007417361,"about_ca_system_score_gemma":0.00001563652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002373148,"about_ca_topic_score_gemma":0.00001535266,"domain_scores_codex":[0.9987017,0.0004770585,0.0003052799,0.0001492908,0.0002236801,0.0001429715],"domain_scores_gemma":[0.9990744,0.0004875703,0.0002547581,0.00008323051,0.00004094403,0.00005911721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004387211,0.0002700788,0.8473774,0.000008372095,0.0002217916,0.00004134754,0.08905837,0.02548179,0.0009290141,0.004423236,0.0001248065,0.03162507],"study_design_scores_gemma":[0.007016701,0.0005094754,0.6530859,0.0002758729,0.00008569442,0.001246765,0.2817267,0.01674932,0.00004429514,0.0006755267,0.03815322,0.000430534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995014,0.001348913,0.0009517676,0.001106318,0.000828217,0.0001180169,0.000004493261,0.00001478514,0.0006135268],"genre_scores_gemma":[0.9981382,0.000008538555,0.0006717176,0.0002436782,0.0001219322,0.00002707436,0.000007562117,0.00001386522,0.0007674085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1942915,"threshold_uncertainty_score":0.7685802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03245978225865263,"score_gpt":0.370466043866423,"score_spread":0.3380062616077703,"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."}}