{"id":"W4392053130","doi":"10.26522/brocked.v33i1.1124","title":"Poetic Inquiry as a Reflective Method for Instructors of Academic Writing","year":2024,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Poetry; Reflective writing; Pedagogy; Sociology; Reflection (computer programming); Psychology; Mathematics education; Visual arts; Art; Aesthetics; Literature; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009177008,0.00006849554,0.0001037333,0.0002019741,0.0004297525,0.0001301337,0.0001666914,0.00009513725,0.0003259328],"category_scores_gemma":[0.001940099,0.00006630875,0.00007684364,0.0003841734,0.00007769867,0.000227818,0.00001247346,0.0003413775,0.00001991313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276995,"about_ca_system_score_gemma":0.00512888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000410949,"about_ca_topic_score_gemma":0.00000699758,"domain_scores_codex":[0.9988133,0.0002015492,0.0003511195,0.0001384814,0.0002970482,0.0001985249],"domain_scores_gemma":[0.9987946,0.0004526332,0.0000921292,0.00005019481,0.0003953359,0.0002151494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001382574,0.00008408924,0.0005449965,0.0001052985,0.00004802623,3.911069e-7,0.2577678,0.00000245962,0.00108002,0.4206251,0.02844894,0.291279],"study_design_scores_gemma":[0.0001108087,0.00004793904,0.001239904,0.0005176643,0.00004121388,0.00007212397,0.2230431,0.00001556203,0.0007667931,0.425844,0.3481476,0.0001533525],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6241258,0.007574557,0.1811953,0.07679977,0.03967589,0.001376864,0.000008131399,0.0003021649,0.06894156],"genre_scores_gemma":[0.9023024,0.0003375883,0.08497651,0.001724027,0.003241418,0.00005684317,0.000004010464,0.00002067741,0.007336471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3196987,"threshold_uncertainty_score":0.9098414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0627100037953598,"score_gpt":0.4791408898038956,"score_spread":0.4164308860085358,"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."}}