{"id":"W2514969045","doi":"10.3138/cmlr.72.3.386","title":"<i>Technology-mediated TBLT: Researching Technology and Tasks</i> by M. González-Lloret and L. Ortega (Eds.)","year":2016,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"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":[0.002069498,0.0008449326,0.0009106654,0.003456942,0.0009668243,0.007535542,0.001132082,0.003031836,0.01387614],"category_scores_gemma":[0.004492797,0.0004248206,0.00065361,0.007738137,0.003685315,0.008035677,0.001990163,0.0025968,0.006173373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004151689,"about_ca_system_score_gemma":0.005968196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02571891,"about_ca_topic_score_gemma":0.03404526,"domain_scores_codex":[0.9987836,0.0003690788,0.00008338736,0.0002283092,0.0004129287,0.0001227344],"domain_scores_gemma":[0.9960926,0.002553804,0.0002285724,0.0001797224,0.0007557743,0.0001895222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006582273,0.00004444717,0.001150085,0.003668892,0.00003431549,0.0001665503,0.001811179,0.0004144961,0.0008883645,0.0437465,0.2031444,0.7448649],"study_design_scores_gemma":[0.00001253242,0.00004986606,0.004862002,0.004117286,0.0000642493,0.0007689914,0.002710214,0.0007931151,0.001217752,0.02725881,0.958093,0.00005234223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001380833,0.9387708,0.007984552,0.01817757,0.004267725,0.00001967154,0.000175951,0.0001303523,0.02909244],"genre_scores_gemma":[0.0244371,0.9366871,0.005942421,0.002590119,0.005165066,0.00004746844,0.0003682867,0.0001057873,0.02465673],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02571891,"threshold_uncertainty_score":0.0511384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006133342776430069,"score_gpt":0.2276541840524151,"score_spread":0.221520841275985,"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."}}