{"id":"W4231909097","doi":"10.37213/cjal.2021.32283","title":"Editorial","year":2021,"lang":"es","type":"editorial","venue":"Canadian Journal of Applied Linguistics","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000874904,0.0004521259,0.0008300639,0.0003360675,0.0003540143,0.002404639,0.002046522,0.001120587,0.0001345044],"category_scores_gemma":[0.01257468,0.0004968164,0.0004405155,0.0005746929,0.000268462,0.00006140899,0.00009039443,0.002190884,0.00009757324],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008513389,"about_ca_system_score_gemma":0.06024692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009379318,"about_ca_topic_score_gemma":0.001089418,"domain_scores_codex":[0.9962861,0.00004509801,0.001174305,0.0004336479,0.001337012,0.0007238289],"domain_scores_gemma":[0.9889145,0.0006162855,0.001196008,0.0006584188,0.0062578,0.002356911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008025093,0.00003451795,0.000004233927,0.00006613272,0.0001194735,0.0001184979,0.001815861,0.00005763432,0.000001194188,0.06036042,0.9360784,0.001335606],"study_design_scores_gemma":[0.0004657347,0.00008782552,0.000003624756,0.0002240696,0.0001068963,0.00000620518,0.000402784,0.0000330231,0.00001656909,0.003123627,0.9950742,0.0004554306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000008235043,0.000356791,0.0005800343,0.0001245959,0.8971838,0.00008909064,0.0001248678,0.000009937107,0.1015226],"genre_scores_gemma":[0.004778298,0.0001487629,0.004880795,0.0002617605,0.9888912,0.000001876016,0.00007420086,0.00005329111,0.0009097425],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1006129,"threshold_uncertainty_score":0.9997483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008780786323601906,"score_gpt":0.2432561026384194,"score_spread":0.2344753163148175,"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."}}