{"id":"W2800734114","doi":"10.5539/elt.v11n5p116","title":"The Impact of Wikis & Videos Integration Through Cooperative Writing Tasks Processes","year":2018,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocabulary; Grammar; Psychology; Action research; Mathematics education; Test (biology); Process (computing); Teaching method; Technology integration; Pedagogy; Computer science; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004564675,0.0002444439,0.0002807987,0.00008998394,0.0008504068,0.0001309641,0.0003451066,0.0001260426,0.0004103717],"category_scores_gemma":[0.01316755,0.0001547802,0.0001045295,0.0004193996,0.000291715,0.0002897483,0.00006293558,0.001302828,0.00004339266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008968738,"about_ca_system_score_gemma":0.00008633327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002375206,"about_ca_topic_score_gemma":0.00016466,"domain_scores_codex":[0.9961348,0.002458478,0.0004509964,0.0003425268,0.0002045416,0.0004086294],"domain_scores_gemma":[0.997015,0.00168741,0.0003424558,0.0004777065,0.0004401896,0.00003726284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001023185,0.0001025067,0.002408848,0.00001640684,0.0001726491,0.000005203541,0.9055007,0.00002741636,0.008542543,0.007174785,0.00311998,0.07282668],"study_design_scores_gemma":[0.00299178,0.002637174,0.01654399,0.001096476,0.0001578667,0.00009342811,0.910937,0.0004205853,0.02128309,0.001434581,0.04071978,0.001684262],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8391227,0.0005239206,0.0642926,0.0000528662,0.0005200015,0.0002037596,0.00001367352,0.0002341573,0.09503629],"genre_scores_gemma":[0.9863865,0.000002606648,0.009663761,0.00008741845,0.001543597,0.00002883916,0.00004044273,0.00004578631,0.00220109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1472637,"threshold_uncertainty_score":0.995145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03658578963232125,"score_gpt":0.426643351218262,"score_spread":0.3900575615859407,"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."}}