{"id":"W1638591144","doi":"","title":"Constitution of form-orientation: Contributions of context and explicit knowledge to learning from recasts","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Constitution; Context (archaeology); Orientation (vector space); Linguistics; Psychology; Philosophy; Political science; Mathematics; Law; History","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009027286,0.0001726305,0.000547307,0.000400574,0.0004562067,0.0002716656,0.0005037291,0.00005899139,0.00809079],"category_scores_gemma":[0.0005283827,0.0001585505,0.0001006162,0.0001462867,0.0002680905,0.001198409,0.0002512472,0.0003397235,0.00001276622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003952613,"about_ca_system_score_gemma":0.00008395825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004681744,"about_ca_topic_score_gemma":0.0004972819,"domain_scores_codex":[0.9983686,0.0002743659,0.0007039206,0.0002308961,0.0002277321,0.0001944844],"domain_scores_gemma":[0.9979852,0.0003707802,0.0007483553,0.0001811285,0.0005724591,0.0001421194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007736727,0.0007414286,0.4450558,0.0002358312,0.0006495404,0.00001317354,0.2070845,0.000126966,0.04780248,0.2191176,0.01162807,0.06677087],"study_design_scores_gemma":[0.004491051,0.0003591223,0.5139689,0.005173372,0.0006812465,0.00001785143,0.05112845,0.0004233113,0.08539584,0.02598462,0.3107965,0.00157976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418216,0.006936322,0.001307418,0.00003941528,0.0004872143,0.0002951174,0.00009489009,0.00002756761,0.0489905],"genre_scores_gemma":[0.99843,0.000581793,0.0001296722,0.00004732277,0.0001636602,0.00001713073,0.00002263785,0.00001546134,0.0005923177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2991684,"threshold_uncertainty_score":0.992816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.351914069087294,"score_gpt":0.5127121000130848,"score_spread":0.1607980309257908,"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."}}