{"id":"W7100852744","doi":"","title":"The Bridge: From research To PracTice Research on Error Correction and Implications for Classroom Teaching","year":2015,"lang":"en","type":"article","venue":"","topic":"History, Culture, and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Language proficiency; Immersion (mathematics); Subject matter; Academic achievement; Second-language acquisition; Socioeconomic status; First language; Context (archaeology)","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01481297,0.00007944912,0.0001101762,0.00007326377,0.00790811,0.00005866295,0.0002317212,0.000200098,0.00001690383],"category_scores_gemma":[0.01535433,0.00005262059,0.00003198798,0.0002700025,0.0001244672,0.0001518617,0.00009880811,0.002127987,0.0003551783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000798222,"about_ca_system_score_gemma":0.0006174407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005902444,"about_ca_topic_score_gemma":0.004626316,"domain_scores_codex":[0.9952374,0.003059647,0.0002489029,0.0003572258,0.0004995334,0.0005972903],"domain_scores_gemma":[0.9839836,0.01343549,0.00005620051,0.0004822557,0.001702563,0.0003398363],"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":[0.0001502802,0.00005307598,0.0005704042,0.000006232993,0.00001047001,1.016867e-7,0.03205935,0.000001941258,0.0001447179,0.01388413,0.9468675,0.006251819],"study_design_scores_gemma":[0.0003305626,0.0002023462,0.00798279,0.00002989217,0.000005246914,4.649787e-7,0.1275744,0.0001175686,0.000005466283,0.001462117,0.8622315,0.00005772291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06407847,0.000676751,0.01859156,0.3032512,0.006967261,0.008165007,0.0001301705,0.0003128549,0.5978267],"genre_scores_gemma":[0.5382913,0.000139748,0.01437508,0.008712322,0.003477019,0.004019544,0.00009589379,0.0000946872,0.4307944],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4742129,"threshold_uncertainty_score":0.9933835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5221835644790143,"score_gpt":0.6297006849379161,"score_spread":0.1075171204589018,"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."}}