{"id":"W2225550708","doi":"10.22329/celt.v8i0.4259","title":"“What Do You Mean I Wrote a C Paper?” Writing, Revision, and Self-Regulation","year":2015,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fanshawe College","funders":"","keywords":"Surprise; Psychology; Pedagogy; Social psychology","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":[0.02820024,0.0004937231,0.0003409386,0.002133599,0.004209459,0.009331341,0.001140596,0.00159817,0.001160748],"category_scores_gemma":[0.1437442,0.0003019347,0.0004105469,0.001214633,0.01786159,0.004635382,0.003288464,0.003697481,0.0003266182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00272924,"about_ca_system_score_gemma":0.002462392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725596,"about_ca_topic_score_gemma":0.00210991,"domain_scores_codex":[0.9376458,0.05045677,0.001647808,0.002352335,0.006719796,0.001177544],"domain_scores_gemma":[0.8166505,0.1262065,0.03079951,0.007585937,0.01416006,0.004597421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000151895,0.0002241643,0.07243548,0.0004524996,0.0001366882,0.0006989645,0.7514022,0.0003264001,0.003717176,0.04254403,0.01184304,0.1160675],"study_design_scores_gemma":[0.00006313668,0.0003675946,0.1136336,0.001396504,0.0001087058,0.002606331,0.6575316,0.002220478,0.006067593,0.07628071,0.1394056,0.0003182153],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8577712,0.005821176,0.02531445,0.0406097,0.0009781327,0.0001280818,0.00007499578,0.0001942145,0.06910792],"genre_scores_gemma":[0.9924637,0.0008963275,0.002450903,0.001619162,0.0001627554,0.00004841399,0.00002341636,0.00004720137,0.002288038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02820024,"threshold_uncertainty_score":0.1491389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666513081977653,"score_gpt":0.2659483242126932,"score_spread":0.2492831933929167,"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."}}