{"id":"W2332363821","doi":"10.20360/g21p46","title":"Revision and Participation Patterns in Grades 5 and 6 Wiki Writing","year":2016,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Paragraph; Sentence; Psychology; Mathematics education; Workload; Action (physics); Quality (philosophy); Literacy; Collaborative writing; Pedagogy; Computer science; World Wide Web","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":[0.004920418,0.0004056508,0.0005649714,0.003786763,0.0009423228,0.002790902,0.001159997,0.0008058202,0.00132678],"category_scores_gemma":[0.03405762,0.0003945784,0.000462429,0.001330267,0.0007399875,0.001244316,0.002733317,0.000713264,0.0006163392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005658978,"about_ca_system_score_gemma":0.0005631488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257356,"about_ca_topic_score_gemma":0.005411387,"domain_scores_codex":[0.9938396,0.001914463,0.0008897956,0.0009088513,0.001764864,0.0006824597],"domain_scores_gemma":[0.9609436,0.01322702,0.01424078,0.001975857,0.006116452,0.003496301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002583917,0.0003013554,0.8596873,0.0001171931,0.00006040745,0.0004280228,0.08924602,0.0001067659,0.003299807,0.0001331615,0.0003193128,0.04604229],"study_design_scores_gemma":[0.000005456893,0.000292679,0.9595473,0.00005338504,0.00001983607,0.0002766318,0.03592093,0.0003080526,0.001185777,0.0001393451,0.002213716,0.00003690567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992174,0.00004876511,0.0001664871,0.00001826912,0.000004440345,0.00001314766,0.00003819774,0.0000108159,0.0004825035],"genre_scores_gemma":[0.9983883,0.00005039129,0.0003407128,0.00001051629,0.000004540573,0.00003038649,0.0001252343,0.000007811818,0.001042144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004920418,"threshold_uncertainty_score":0.02602202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265973522051594,"score_gpt":0.3627185739361335,"score_spread":0.3500588387156175,"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."}}