{"id":"W2281678990","doi":"","title":"EXEMPLARS: Your best resource to improve student writing","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Mathematics education; Psychology; Pedagogy; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005400601,0.001188786,0.001133002,0.002311063,0.004390404,0.01323271,0.002522266,0.003905131,0.08903828],"category_scores_gemma":[0.07924863,0.0005859483,0.0008436466,0.00150929,0.00212897,0.009231308,0.008486953,0.007085162,0.05620115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008324605,"about_ca_system_score_gemma":0.003142899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007278221,"about_ca_topic_score_gemma":0.003143152,"domain_scores_codex":[0.9855857,0.005802441,0.0008525235,0.0005298716,0.006715869,0.0005135398],"domain_scores_gemma":[0.9477329,0.01450577,0.002981679,0.009868234,0.01566884,0.00924255],"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":[0.00004304005,0.0001754794,0.0004381599,0.0002113118,0.00001149183,0.00031191,0.003852468,0.00004922275,0.0006460205,0.003240213,0.8393061,0.1517145],"study_design_scores_gemma":[0.00003831238,0.000117623,0.001098832,0.000762223,0.00002563722,0.001498412,0.008912501,0.0002968831,0.002036601,0.009242252,0.9758828,0.00008793097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03509703,0.01057662,0.06315899,0.3151911,0.08249455,0.0006442975,0.001927939,0.01817994,0.4727294],"genre_scores_gemma":[0.178806,0.008443569,0.1522313,0.03044933,0.01712089,0.0008138602,0.00282485,0.01042923,0.5988809],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08903828,"threshold_uncertainty_score":0.2978627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007384734680276,"score_gpt":0.3855481100408688,"score_spread":0.2848096365728411,"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."}}