{"id":"W4245554048","doi":"10.1017/9781108698214.001","title":"Introducción","year":2021,"lang":"es","type":"other","venue":"","topic":"Literacy and Educational Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Punctuation; Spelling; Grammar; Vocabulary; Computer science; Reading (process); Resource (disambiguation); Writing process; Mathematics education; Plan (archaeology); Process (computing); Linguistics; World Wide Web; Psychology; Artificial intelligence; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006778438,0.001318772,0.0009875515,0.001924652,0.001281854,0.003422504,0.001523059,0.001556358,0.2027001],"category_scores_gemma":[0.002581951,0.0003319577,0.0004843345,0.001268146,0.000987138,0.001913575,0.001706444,0.002400597,0.1208287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181398,"about_ca_system_score_gemma":0.001922622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0019881,"about_ca_topic_score_gemma":0.001623655,"domain_scores_codex":[0.9993626,0.0001139252,0.00005785389,0.0001715434,0.0002377998,0.00005616955],"domain_scores_gemma":[0.9993114,0.000165984,0.00004763009,0.0000731346,0.0002930648,0.0001086846],"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":[0.0001012686,0.0001252957,0.000650442,0.001625476,0.00001075338,0.0005300358,0.001328102,0.0003445749,0.001340212,0.04659768,0.5972866,0.3500595],"study_design_scores_gemma":[0.000002385663,0.00001190465,0.0001486345,0.0002423721,0.000001662555,0.0001631486,0.00006512778,0.00002035041,0.00006807456,0.002794625,0.9964785,0.00000329638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003611708,0.05037246,0.01322738,0.01016307,0.02285889,0.0004078036,0.007086128,0.002211869,0.8900607],"genre_scores_gemma":[0.03006439,0.05128485,0.02623399,0.006117329,0.00858996,0.0007147467,0.009585713,0.001595993,0.865813],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2027001,"threshold_uncertainty_score":0.6780994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03028557333649587,"score_gpt":0.3868395304691385,"score_spread":0.3565539571326427,"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."}}