{"id":"W2067316683","doi":"10.1598/rrq.45.4.4","title":"Teaching Argument and Explanation to Prepare Junior Students for Writing to Learn","year":2010,"lang":"en","type":"article","venue":"Reading Research Quarterly","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thames Valley Children's Centre; Western University","funders":"","keywords":"Argument (complex analysis); Mathematics education; Teaching method; Psychology; Pedagogy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.008879327,0.00007843281,0.0001084774,0.0003212028,0.00178252,0.0007300508,0.0002884959,0.00007302263,0.00001573031],"category_scores_gemma":[0.00214674,0.00008612215,0.00002508899,0.0002247271,0.00005691129,0.0002075849,0.0000344271,0.0003301526,0.00003154838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001378763,"about_ca_system_score_gemma":0.0001112305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002021158,"about_ca_topic_score_gemma":0.003200581,"domain_scores_codex":[0.997808,0.0003011211,0.0001904184,0.0003526401,0.0007766432,0.0005711123],"domain_scores_gemma":[0.9983088,0.0008249998,0.00003508811,0.0001647722,0.0003085528,0.0003577451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006201299,0.0002176213,0.02012935,0.0001174323,0.00002189698,0.000002652618,0.4097343,0.000001997964,0.03834632,0.03693892,0.01177649,0.482651],"study_design_scores_gemma":[0.001201464,0.002547656,0.03213994,0.001102922,0.00002294864,0.000007502737,0.6226875,0.0002445929,0.00139835,0.008073998,0.3297362,0.0008369984],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848271,0.000006357805,0.0002952236,0.007644734,0.0002086102,0.000877616,0.000005798398,0.00008360589,0.006050947],"genre_scores_gemma":[0.9907569,0.000001860694,0.00323661,0.00008544444,0.0009480238,0.0002544293,0.000007339855,0.00001674671,0.004692598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.481814,"threshold_uncertainty_score":0.999517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06365108727258365,"score_gpt":0.4861621859949447,"score_spread":0.422511098722361,"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."}}