{"id":"W4298234280","doi":"","title":"A Language Reinforcement Program: ¡10 minutos! (Un programa de reforzamiento de la lengua: ¡10 minutos!)","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Health, Education, and Physical Culture","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Humanities; Mathematics; Computer science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003263545,0.0004455783,0.0007610242,0.000376793,0.0003186284,0.001395684,0.002254613,0.0003839968,0.01913063],"category_scores_gemma":[0.0003997344,0.0003798896,0.0002569967,0.001084153,0.0002453343,0.001004313,0.0002592891,0.000788669,0.0002001683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004281664,"about_ca_system_score_gemma":0.001038523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004725887,"about_ca_topic_score_gemma":0.0001351092,"domain_scores_codex":[0.9954932,0.001183384,0.0009469513,0.0006113721,0.000757469,0.001007632],"domain_scores_gemma":[0.9964382,0.0003025208,0.0007887579,0.0008715827,0.0005082873,0.001090636],"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":[0.00112959,0.00465083,0.08170675,0.0003762638,0.0007200802,0.000204935,0.06828076,0.00006634605,0.004840699,0.002479212,0.6365031,0.1990414],"study_design_scores_gemma":[0.002017358,0.0001914296,0.150027,0.0003208049,0.000184964,0.000105871,0.00554989,0.00005551945,0.00284783,0.003225684,0.8347079,0.0007658139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8769382,0.01234415,0.0001262549,0.0006389992,0.0006557521,0.001636491,0.00003489676,0.00015831,0.1074669],"genre_scores_gemma":[0.9602352,0.0006999101,0.001938402,0.0008556856,0.001148978,0.000699023,0.0001140745,0.0001121561,0.0341966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1982756,"threshold_uncertainty_score":0.9998653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2495221142824022,"score_gpt":0.6108214945126119,"score_spread":0.3612993802302097,"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."}}