{"id":"W626914456","doi":"10.71781/14273","title":"La letra con refranes entra : el Quijote para la enseñanza de ELE","year":2012,"lang":"es","type":"dissertation","venue":"Open MIND","topic":"Literacy and Educational Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003372477,0.0002968963,0.0003506324,0.00008595408,0.00061847,0.001373292,0.0008860485,0.0006006608,0.0076328],"category_scores_gemma":[0.0006510035,0.0002932526,0.0001111237,0.0002559549,0.000229637,0.001643602,0.00005782458,0.0005803096,0.001629085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015006,"about_ca_system_score_gemma":0.001260166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009683804,"about_ca_topic_score_gemma":0.001141911,"domain_scores_codex":[0.9966509,0.001397226,0.0004363533,0.0004634079,0.0004988525,0.0005532304],"domain_scores_gemma":[0.9964713,0.002256248,0.000589633,0.0002616506,0.0001678028,0.0002532969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006846308,0.001479487,0.01585786,0.0002202028,0.0003581911,0.00004930988,0.5962081,0.000004553272,0.002888379,0.005301596,0.002963356,0.3739843],"study_design_scores_gemma":[0.0002799039,0.00003485997,0.04552487,0.0002172544,0.0002162313,0.00001301998,0.04760567,0.000005630782,0.001049425,0.0004396615,0.9041997,0.0004137545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6845968,0.0006264345,7.866013e-7,0.000959494,0.0008355493,0.0003381646,0.00004967796,0.000002485005,0.3125905],"genre_scores_gemma":[0.9592798,0.0007081909,0.0005652875,0.00009879206,0.0009465303,0.00005500494,0.0006355661,0.00002219883,0.03768863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9012364,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06502200603372604,"score_gpt":0.4500100627843026,"score_spread":0.3849880567505766,"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."}}