{"id":"W2341893169","doi":"10.14288/1.0078139","title":"Peer response and second language writers","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Computer science; History; 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":[0.01356598,0.0006104177,0.0006217972,0.001456304,0.00418965,0.00724721,0.001387514,0.001605031,0.005084292],"category_scores_gemma":[0.1039939,0.0002864078,0.0005033867,0.00059776,0.003835339,0.002788397,0.005703103,0.002147935,0.0009602198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269793,"about_ca_system_score_gemma":0.001812531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005172656,"about_ca_topic_score_gemma":0.0005728782,"domain_scores_codex":[0.9512625,0.03958635,0.0008465008,0.001861557,0.004978437,0.001464595],"domain_scores_gemma":[0.879903,0.0822162,0.01485519,0.005563796,0.009297213,0.008164598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007495927,0.001112569,0.1014534,0.000640409,0.0001164715,0.002744732,0.7471189,0.0002637539,0.005676554,0.003860538,0.003030907,0.1332322],"study_design_scores_gemma":[0.0002521176,0.003359462,0.09806639,0.000703709,0.0001844004,0.006346107,0.8103926,0.001118866,0.006328985,0.006067939,0.0669596,0.0002197419],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675495,0.0007474756,0.002507181,0.002201021,0.0002634146,0.0001243121,0.00002029852,0.00009800324,0.02648868],"genre_scores_gemma":[0.9941895,0.0002229946,0.0007525473,0.0002767348,0.0001038019,0.00005866299,0.00001176443,0.00003231427,0.004351642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356598,"threshold_uncertainty_score":0.07174468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426845545588942,"score_gpt":0.2620610377695966,"score_spread":0.2477925823137072,"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."}}