{"id":"W4417171965","doi":"10.31468/dwr.1187","title":"Caplan, N. A., &amp; Johns, A. (2019). Changing Practices for the L2 Writing Classroom: Moving Beyond the Five-Paragraph Essay. (Eds.). University of Michigan Press ELT.","year":2025,"lang":"en","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arup Group (Canada)","funders":"","keywords":"Field (mathematics); Work (physics); Agency (philosophy)","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":[],"consensus_categories":[],"category_scores_codex":[0.002756601,0.0009857382,0.0005306427,0.004030827,0.007014642,0.008442856,0.003017901,0.00368755,0.03643323],"category_scores_gemma":[0.007791049,0.0007506695,0.0003829795,0.004044772,0.003475117,0.01472975,0.002368344,0.00535007,0.01796011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003196536,"about_ca_system_score_gemma":0.01083372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0607527,"about_ca_topic_score_gemma":0.2335271,"domain_scores_codex":[0.999033,0.0002533655,0.00005007763,0.0001249781,0.0004648125,0.00007379794],"domain_scores_gemma":[0.9898441,0.004820731,0.0007089616,0.0002333204,0.00334945,0.001043391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003669125,0.0000321363,0.001084929,0.0004737212,0.000006368921,0.0001312036,0.004365572,0.00004421173,0.0002380948,0.006939607,0.7381111,0.2485364],"study_design_scores_gemma":[0.000007405734,0.00002269016,0.003988737,0.001476575,0.00001412032,0.0002669003,0.00667969,0.00005834931,0.0003552452,0.005004527,0.9821066,0.00001925751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002614456,0.6678433,0.00455599,0.1658772,0.008914501,0.00008346496,0.0009349562,0.000292471,0.1488837],"genre_scores_gemma":[0.04936775,0.6905289,0.01148437,0.02366799,0.004081431,0.0004110601,0.0008546411,0.0004485772,0.2191553],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0607527,"threshold_uncertainty_score":0.1218814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07060200529580506,"score_gpt":0.3536446953849913,"score_spread":0.2830426900891862,"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."}}