{"id":"W15196949","doi":"10.1016/j.ydbio.2004.03.020","title":"PRAXIS AND CLASSROOM L2 DEVELOPMENT","year":2008,"lang":"en","type":"article","venue":"ELIA: Estudios de Lingüística Inglesa Aplicada","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Wellcome Trust","keywords":"Praxis; Epistemology; Object (grammar); Hegelianism; Dialectic; Sociology; Action (physics); Psychology; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003383569,0.0002919207,0.0003256547,0.00009065818,0.0004564528,0.00002874148,0.0002974526,0.0002261863,0.0005511578],"category_scores_gemma":[0.0002079711,0.0002576931,0.00006091084,0.0002802867,0.0002193334,0.00005886664,0.0001325023,0.0004706054,0.0006217584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001092591,"about_ca_system_score_gemma":0.0001455278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000296485,"about_ca_topic_score_gemma":0.000006388201,"domain_scores_codex":[0.9978032,0.0001149258,0.0004752471,0.0006817153,0.0003069346,0.0006179408],"domain_scores_gemma":[0.9985492,0.0005446834,0.0001333787,0.0003649104,0.0001046154,0.0003032237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002571339,0.003157956,0.8301498,0.00007209838,0.0006130587,0.0003378928,0.01408711,0.00001056649,0.0008648877,0.04852453,0.06193919,0.03998572],"study_design_scores_gemma":[0.0009274338,0.0002143504,0.8205033,0.00004146233,0.0000334013,0.0003673302,0.0005560981,0.00001519615,0.0001352477,0.002204088,0.1745779,0.000424181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691905,0.0007742321,0.00192864,0.002211321,0.0007142461,0.0003425593,0.000006681062,0.0001631276,0.0246687],"genre_scores_gemma":[0.9738967,0.00008407787,0.02017849,0.002285456,0.0004723163,0.0002736302,0.00001490753,0.00003366674,0.002760792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1126387,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05052883237430732,"score_gpt":0.3362899007963718,"score_spread":0.2857610684220644,"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."}}