{"id":"W2615504687","doi":"","title":"Exploring the use of Primary Argumentative Documents to Teach Argumentative Writing","year":2017,"lang":"en","type":"article","venue":"TSpace (University of Toronto)","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Argumentative; Computer science; Mathematics education; Linguistics; Psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01036101,0.0005640123,0.0004891159,0.00175868,0.003123528,0.006025092,0.001750953,0.001259334,0.003597918],"category_scores_gemma":[0.03805628,0.0003301134,0.0003753337,0.00123758,0.003478355,0.003016835,0.003438133,0.002140907,0.0007113215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007043306,"about_ca_system_score_gemma":0.01017304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006951622,"about_ca_topic_score_gemma":0.03181452,"domain_scores_codex":[0.9907679,0.005741752,0.000311655,0.000512881,0.002016758,0.0006490457],"domain_scores_gemma":[0.9578638,0.0327523,0.002756998,0.001893013,0.002714711,0.002019224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002957865,0.001284031,0.01370501,0.001354191,0.00002446442,0.001903784,0.7151377,0.0002927159,0.02524991,0.01499112,0.002245942,0.2235152],"study_design_scores_gemma":[0.0004730804,0.00366854,0.04830893,0.003383413,0.0001758855,0.004628485,0.5376769,0.003583333,0.03691519,0.01873083,0.3423236,0.0001318811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9188393,0.0008659691,0.02655465,0.001935321,0.0001108985,0.0006547571,0.00006973015,0.0001640459,0.05080539],"genre_scores_gemma":[0.9551202,0.0009483839,0.03252305,0.0002208443,0.00002216059,0.0003183709,0.00006356248,0.0000585042,0.01072484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036101,"threshold_uncertainty_score":0.05479497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1505428189045504,"score_gpt":0.3553662686702427,"score_spread":0.2048234497656923,"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."}}